Katie Muth
Literature and work, digital humanities, web dev and design
FINDING PYNCHON
Katie Muth
km218@st-andrews.ac.uk
What was the Bomarc Service News?
- Unofficial 'semi-technical' publication of the Bomarc Service Program
- Plain language glosses on official Air Force Technical Orders
- Maintenance guidelines
- General safety information
What did Pynchon write for the Bomarc Service News?
An aerospace Bartleby
- Bomarc Service Unit, Feb 1959 – Jun 1962
- Minuteman Field Support Unit, Jun – Sep 1962
- Adrian Wisnicki identified 22 possible Pynchon articles in the BSN (Pynchon Notes, 2000/01)
- Thematic allusions abound in Pynchon's fiction
- BSN and MSN articles are not bylined
JSAN - The Integrated JStylo and Anonymouth Package
====================================================
The Privacy, Security and Automation lab (PSAL)
Drexel University, Philadelphia, PA
http://psal.cs.drexel.edu/
----------------------------------------------------
JStylo
- Authorship recognition analysis tool
- Version: 2.9.0
----------------------------------------------------
VERSION 2.9.0 NOTES:
Version 2.9.0 was produced by a limited-duration project specifically to update the JStylo API and backend infrastructure.
Updating and testing the UI was not a part of this project. If you intend to use the JStylo desktop UI, we recommend that you use branch 2.3.0.
License:
JStylo was released by the Privacy, Security and Automation lab at Drexel University in 2011 under the AGPLv3 license. It was ported to the BSD-3 clause license in 2013.
A copy of the current license is included with the repository/program. If for some reason it is absent, it can be viewed here: http://opensource.org/licenses/BSD-3-Clause
Dependencies:
JStylo now utilizes a Maven POM file for managing dependencies. Note that there is one additional dependency (JGAAP) which is non-mavenized.
This dependency jar is included with each release of JStylo. Include it in your project's lib folder to allow JStylo to access its resources.
Building/Installing:
run a maven clean install either via command line or your IDE plugin. You can add the -DskipTests flag to improve the time on the build process.
NOTE: JStylo depends on JGAAP, which is not hosted on the maven central repository. Additionally, due to github's policy on large files, it cannot be included with the project.
JStylo branch 2.3.0, an older version from before this github restriction, has this dependency included. To build this version, please download "jgaap-5.2.0-lite.jar" from branch 2.3.0 and place it in /lib subdirectory of the project.
If someone mavenizes JGAAP, let us know and we'll update our pom file.
Usage:
JStylo requires Java 8 or later to run properly
In windows: double-click jstylo.jar
In other platforms / to view on-the-fly log:
> java [-Xmx2048m] -jar jtylo.jar
To configure log4j, copy the log4j.xml file in src/main/resources and make the desired modifications.
Then, pass the VM the argument: -Dlog4j.configuration=file:///path/to/file/newlog4j.xml
Note:
For usage with large corpora or feature sets, it is recommended to increase the JVM heap size using the -Xmx option.
Logging:
JStylo uses Log4j for logging. To get log files for any experiments you run, add the VM argument -Dlog4j.configuration=file://${/path/to/log4j.xml}
A default log4j.xml file is included in src/main/resources
============================ JStylo Analysis Output ============================
Started analysis on 2015-06-08, 15:21:45
Running test documents classification
Training corpus:
> BSN (14 documents)
> TRP (14 documents)
Test documents:
> _Unknown_ (13 documents)
Feature set: WritePrints:
> Character count
> Average characters per word
> Letters
> Top Letter bigrams
> Top Letter trigrams
> Digits Percentage
> Letters Percentage
> Uppercase Letters Percentage
> Digits
> Two Digit Numbers
> Three Digit Numbers
> Word Lengths
> Special Characters
> Function Words
> Punctuation
> POS Tags
> POS Bigrams
> POS Trigrams
> Words
> Word Bigrams
> Word Trigrams
> Misspelled Words
Analyzers used:
> edu.drexel.psal.jstylo.analyzers.WekaAnalyzer -W weka.classifiers.trees.M5P -- -M 4.0
================================================================================
2015-06-08, 15:21:45 Extracting features from training corpus (using sparse representation)...
2015-06-08, 15:21:47 done!
2015-06-08, 15:21:47 Building relevant event set...2015-06-08, 15:21:49 done!
2015-06-08, 15:21:49 Building attributes list...2015-06-08, 15:22:00 done!
2015-06-08, 15:22:00 Creating training instances...2015-06-08, 15:22:45 done!
2015-06-08, 15:22:45 Extracting features from test documents (using sparse representation)...
2015-06-08, 15:23:14 done!
Calculating InfoGain on the training set's features
===================================================
> Character count 1.000000
> Average characters per word 1.000000
> POS-Tags{POS} 1.000000
> Top-Letter-bigrams{ha} 0.810700
> POS-Bigrams{(POS)-(NN)} 0.810700
> Top-Letter-bigrams{ki} 0.727305
> Word-Lengths{9} 0.689392
> POS-Bigrams{(NN)-(POS)} 0.689392
> Top-Letter-trigrams{sys} 0.628768
> Top-Letter-trigrams{req} 0.628768
> Words{system} 0.628768
> Letters{c} 0.591821
> Letters{k} 0.591821
> Top-Letter-trigrams{ake} 0.591821
> Top-Letter-trigrams{hap} 0.591821
> POS-Tags{:} 0.591821
> POS-Tags{PRP} 0.591821
> POS-Bigrams{(VBD)-(VBG)} 0.591821
> Top-Letter-trigrams{ash} 0.536413
> Top-Letter-trigrams{kin} 0.522102
> Top-Letter-trigrams{tem} 0.514864
> Top-Letter-trigrams{ati} 0.514864
> Word-Lengths{4} 0.514864
> Function-Words{his} 0.514864
> POS-Bigrams{(VBZ)-(VBN)} 0.514864
> Words{his} 0.514864
> Top-Letter-trigrams{oth} 0.514864
> Top-Letter-trigrams{eth} 0.514864
> Letters Percentage 0.514864
> Function-Words{but} 0.514864
> POS-Bigrams{(RB)-(IN)} 0.514864
> POS-Trigrams{(VBZ)-(VBN)-(IN)} 0.514864
> Words{but} 0.514864
> Letters{q} 0.508726
> Top-Letter-bigrams{mi} 0.508726
> Top-Letter-bigrams{at} 0.508726
> Top-Letter-bigrams{pm} 0.508726
> Top-Letter-bigrams{ak} 0.508726
> Top-Letter-bigrams{eq} 0.508726
> Top-Letter-bigrams{qu} 0.508726
> Top-Letter-bigrams{wr} 0.508726
> Top-Letter-trigrams{her} 0.508726
> Top-Letter-trigrams{equ} 0.508726
> Top-Letter-trigrams{pme} 0.508726
> Top-Letter-trigrams{had} 0.508726
> Top-Letter-trigrams{got} 0.508726
> Function-Words{had} 0.508726
> POS-Tags{VBD} 0.508726
> POS-Tags{VBN} 0.508726
> POS-Tags{RB} 0.508726
> POS-Tags{RP} 0.508726
> POS-Trigrams{(RB)-(RB)-(JJ)} 0.508726
> POS-Trigrams{(NN)-(POS)-(NN)} 0.508726
> Words{had} 0.508726
> Top-Letter-bigrams{wn} 0.480572
> Top-Letter-trigrams{own} 0.480572
> Letters{i} 0.435785
> Letters{e} 0.435785
> Top-Letter-bigrams{es} 0.435785
> Top-Letter-bigrams{po} 0.435785
> Top-Letter-bigrams{ti} 0.435785
> Top-Letter-bigrams{nt} 0.435785
> Top-Letter-bigrams{se} 0.435785
> Top-Letter-bigrams{ee} 0.435785
> Top-Letter-bigrams{ok} 0.435785
> Top-Letter-bigrams{ik} 0.435785
> Top-Letter-trigrams{rov} 0.435785
> Top-Letter-trigrams{bil} 0.435785
> Top-Letter-trigrams{xim} 0.435785
> Top-Letter-trigrams{uip} 0.435785
> Top-Letter-trigrams{day} 0.435785
> Function-Words{we} 0.435785
> Function-Words{down} 0.435785
> POS-Bigrams{(NN)-(VBZ)} 0.435785
> POS-Bigrams{(NN)-(NN)} 0.435785
> POS-Bigrams{(VBD)-(RB)} 0.435785
> POS-Trigrams{(NN)-(NN)-(DT)} 0.435785
> Words{we} 0.435785
> Words{down} 0.435785
> Words{got} 0.435785
> Letters{p} 0.424814
> Top-Letter-bigrams{au} 0.424814
> Top-Letter-bigrams{oo} 0.424814
> Top-Letter-bigrams{ho} 0.424814
> Top-Letter-bigrams{ay} 0.424814
> Top-Letter-trigrams{yst} 0.424814
> Top-Letter-trigrams{tio} 0.424814
> Top-Letter-trigrams{ser} 0.424814
> Top-Letter-trigrams{was} 0.424814
> Function-Words{was} 0.424814
> POS-Bigrams{(NN)-(NNS)} 0.424814
> POS-Trigrams{(NN)-(VBZ)-(VBN)} 0.424814
> POS-Trigrams{(NN)-(NN)-(VBZ)} 0.424814
> Words{was} 0.424814
> Letters{m} 0.408327
> Top-Letter-bigrams{te} 0.408327
> Top-Letter-bigrams{ke} 0.408327
> Top-Letter-bigrams{go} 0.408327
> Top-Letter-bigrams{ny} 0.408327
> Top-Letter-trigrams{but} 0.408327
> Top-Letter-trigrams{who} 0.408327
> Top-Letter-trigrams{ppe} 0.408327
> POS-Bigrams{(NN)-(PRP)} 0.408327
> POS-Bigrams{(RB)-(RB)} 0.408327
> POS-Bigrams{(PRP)-(VBD)} 0.408327
> POS-Bigrams{(NN)-(:)} 0.408327
> Top-Letter-bigrams{ys} 0.370507
> Top-Letter-bigrams{pr} 0.370507
> Top-Letter-bigrams{ui} 0.370507
> Top-Letter-bigrams{io} 0.370507
> Top-Letter-bigrams{on} 0.370507
> Top-Letter-bigrams{ot} 0.370507
> Top-Letter-bigrams{yt} 0.370507
> Top-Letter-bigrams{sn} 0.370507
> Top-Letter-trigrams{ovi} 0.370507
> Top-Letter-trigrams{pow} 0.370507
> Top-Letter-trigrams{ion} 0.370507
> Top-Letter-trigrams{con} 0.370507
> Top-Letter-trigrams{omp} 0.370507
> Top-Letter-trigrams{mum} 0.370507
> Top-Letter-trigrams{aut} 0.370507
> Top-Letter-trigrams{ipm} 0.370507
> Top-Letter-trigrams{lik} 0.370507
> Top-Letter-trigrams{ike} 0.370507
> Top-Letter-trigrams{ery} 0.370507
> Top-Letter-trigrams{hos} 0.370507
> Function-Words{the} 0.370507
> Function-Words{out} 0.370507
> POS-Bigrams{(RB)-(CC)} 0.370507
> POS-Bigrams{(POS)-(JJ)} 0.370507
> POS-Trigrams{(JJ)-(NN)-(NN)} 0.370507
> POS-Trigrams{(NN)-(PRP)-(VBD)} 0.370507
> POS-Trigrams{(POS)-(JJ)-(NN)} 0.370507
> POS-Trigrams{(NN)-(NN)-(POS)} 0.370507
> Words{the} 0.370507
> Words{power} 0.370507
> Words{out} 0.370507
> Words{equipment} 0.370507
> Words{radar} 0.370507
> Words{day} 0.370507
> Top-Letter-trigrams{oma} 0.362880
> Top-Letter-bigrams{ic} 0.349442
> Top-Letter-bigrams{sy} 0.349442
> Top-Letter-bigrams{ct} 0.349442
> Top-Letter-bigrams{my} 0.349442
> Top-Letter-trigrams{pro} 0.349442
> Top-Letter-trigrams{wor} 0.349442
> Top-Letter-trigrams{nte} 0.349442
> Function-Words{up} 0.349442
> POS-Bigrams{(CC)-(PRP)} 0.349442
> POS-Trigrams{(IN)-(PRP)-(VBD)} 0.349442
> POS-Trigrams{(DT)-(NN)-(PRP)} 0.349442
> Words{up} 0.349442
> Word-Bigrams{(to)-(the)} 0.349442
> Top-Letter-trigrams{isi} 0.332809
> Letters{w} 0.325683
> Top-Letter-bigrams{ng} 0.325683
> Top-Letter-trigrams{vid} 0.325683
> Top-Letter-trigrams{rat} 0.325683
> Top-Letter-trigrams{ire} 0.325683
> Top-Letter-trigrams{any} 0.325683
> Top-Letter-trigrams{onl} 0.325683
> Top-Letter-trigrams{nly} 0.325683
> Digits{9} 0.325683
> Function-Words{there} 0.325683
> POS-Tags{NN} 0.325683
> POS-Bigrams{(JJ)-(NN)} 0.325683
> POS-Trigrams{(VBN)-(IN)-(DT)} 0.325683
> POS-Trigrams{(CC)-(NN)-(NNS)} 0.325683
> Words{there} 0.325683
> Letters{n} 0.311278
> Top-Letter-bigrams{as} 0.311278
> Top-Letter-bigrams{la} 0.311278
> Top-Letter-bigrams{eo} 0.311278
> Top-Letter-bigrams{gg} 0.311278
> Top-Letter-trigrams{ili} 0.311278
> Top-Letter-trigrams{ect} 0.311278
> Top-Letter-trigrams{net} 0.311278
> Top-Letter-trigrams{ate} 0.311278
> Top-Letter-trigrams{ere} 0.311278
> Top-Letter-trigrams{hat} 0.311278
> Top-Letter-trigrams{unc} 0.311278
> Top-Letter-trigrams{eap} 0.311278
> Top-Letter-trigrams{apo} 0.311278
> Top-Letter-trigrams{rad} 0.311278
> Top-Letter-trigrams{som} 0.311278
> Top-Letter-trigrams{tog} 0.311278
> Top-Letter-trigrams{ago} 0.311278
> Top-Letter-trigrams{wis} 0.311278
> Top-Letter-trigrams{yth} 0.311278
> Top-Letter-trigrams{rtu} 0.311278
> Word-Lengths{8} 0.311278
> Word-Lengths{11} 0.311278
> Function-Words{like} 0.311278
> Function-Words{never} 0.311278
> POS-Tags{DT} 0.311278
> POS-Tags{$} 0.311278
> POS-Bigrams{(NN)-(DT)} 0.311278
> POS-Bigrams{(TO)-(DT)} 0.311278
> POS-Bigrams{(VBD)-(DT)} 0.311278
> POS-Bigrams{(PRP$)-(NN)} 0.311278
> POS-Bigrams{(PRP)-(VBP)} 0.311278
> POS-Bigrams{(NN)-($)} 0.311278
> POS-Bigrams{(WP)-(VBD)} 0.311278
> POS-Trigrams{(NN)-(NN)-(NN)} 0.311278
> POS-Trigrams{(NN)-(JJ)-(NN)} 0.311278
> POS-Trigrams{(NN)-(NNS)-(VBP)} 0.311278
> POS-Trigrams{(NN)-(POS)-(JJ)} 0.311278
> POS-Trigrams{(IN)-(NN)-(:)} 0.311278
> POS-Trigrams{(RP)-(IN)-(DT)} 0.311278
> Words{provide} 0.311278
> Words{frequency} 0.311278
> Words{like} 0.311278
> Words{never} 0.311278
> Words{own} 0.311278
> Letters{g} 0.284527
> Top-Letter-bigrams{co} 0.284527
> Top-Letter-bigrams{ks} 0.284527
> Top-Letter-bigrams{ib} 0.284527
> Top-Letter-trigrams{per} 0.284527
> Top-Letter-trigrams{ing} 0.284527
> Top-Letter-trigrams{nen} 0.284527
> Top-Letter-trigrams{cts} 0.284527
> Top-Letter-trigrams{sed} 0.284527
> Top-Letter-trigrams{nsi} 0.284527
> Top-Letter-trigrams{qui} 0.284527
> Top-Letter-trigrams{uir} 0.284527
> Function-Words{he} 0.284527
> Function-Words{many} 0.284527
> POS-Tags{VBG} 0.284527
> POS-Tags{WP} 0.284527
> POS-Bigrams{(VBD)-(VBN)} 0.284527
> POS-Bigrams{(VBD)-(RP)} 0.284527
> POS-Trigrams{(DT)-(NN)-(VBZ)} 0.284527
> POS-Trigrams{(DT)-(NN)-(NN)} 0.284527
> POS-Trigrams{(NN)-(NN)-(NNS)} 0.284527
> POS-Trigrams{(VBN)-(TO)-(DT)} 0.284527
> Words{he} 0.284527
> Words{many} 0.284527
> Top-Letter-bigrams{bi} 0.257831
> Top-Letter-bigrams{va} 0.257831
> Top-Letter-bigrams{ev} 0.257831
> Top-Letter-bigrams{ey} 0.257831
> Top-Letter-trigrams{tha} 0.257831
> Top-Letter-trigrams{nta} 0.257831
> Top-Letter-trigrams{ome} 0.257831
> Top-Letter-trigrams{ook} 0.257831
> Top-Letter-trigrams{tak} 0.257831
> Top-Letter-trigrams{lif} 0.257831
> Function-Words{an} 0.257831
> POS-Bigrams{(NN)-(VBD)} 0.257831
> POS-Bigrams{(VBN)-(IN)} 0.257831
> POS-Bigrams{(IN)-(PRP)} 0.257831
> POS-Bigrams{(RB)-(PRP)} 0.257831
> POS-Trigrams{(TO)-(DT)-(NN)} 0.257831
> POS-Trigrams{(VBD)-(VBN)-(IN)} 0.257831
> POS-Trigrams{(RB)-(RB)-(IN)} 0.257831
> Words{an} 0.257831
> Letters{b} 0.256981
> Top-Letter-bigrams{ss} 0.256981
> Top-Letter-bigrams{ta} 0.256981
> Top-Letter-bigrams{wo} 0.256981
> Top-Letter-bigrams{en} 0.256981
> Top-Letter-bigrams{so} 0.256981
> Top-Letter-bigrams{no} 0.256981
> Top-Letter-bigrams{fu} 0.256981
> Top-Letter-bigrams{cy} 0.256981
> Top-Letter-bigrams{nm} 0.256981
> Top-Letter-bigrams{ue} 0.256981
> Top-Letter-bigrams{yb} 0.256981
> Top-Letter-trigrams{abi} 0.256981
> Top-Letter-trigrams{hin} 0.256981
> Top-Letter-trigrams{mai} 0.256981
> Top-Letter-trigrams{ain} 0.256981
> Top-Letter-trigrams{pon} 0.256981
> Top-Letter-trigrams{ent} 0.256981
> Top-Letter-trigrams{tal} 0.256981
> Top-Letter-trigrams{tai} 0.256981
> Top-Letter-trigrams{men} 0.256981
> Top-Letter-trigrams{oxi} 0.256981
> Top-Letter-trigrams{ens} 0.256981
> Top-Letter-trigrams{rec} 0.256981
> Top-Letter-trigrams{tes} 0.256981
> Top-Letter-trigrams{pos} 0.256981
> Top-Letter-trigrams{max} 0.256981
> Top-Letter-trigrams{nme} 0.256981
> Top-Letter-trigrams{uto} 0.256981
> Top-Letter-trigrams{def} 0.256981
> Top-Letter-trigrams{uen} 0.256981
> Top-Letter-trigrams{ada} 0.256981
> Top-Letter-trigrams{dar} 0.256981
> Top-Letter-trigrams{wri} 0.256981
> Top-Letter-trigrams{eem} 0.256981
> Top-Letter-trigrams{oke} 0.256981
> Top-Letter-trigrams{ats} 0.256981
> Top-Letter-trigrams{hol} 0.256981
> Top-Letter-trigrams{old} 0.256981
> Top-Letter-trigrams{tch} 0.256981
> Top-Letter-trigrams{agi} 0.256981
> Top-Letter-trigrams{das} 0.256981
> Digits{0} 0.256981
> Function-Words{on} 0.256981
> Function-Words{get} 0.256981
> Function-Words{still} 0.256981
> POS-Bigrams{(NN)-(RB)} 0.256981
> POS-Bigrams{(RB)-(JJ)} 0.256981
> POS-Bigrams{(RB)-(VBD)} 0.256981
> POS-Bigrams{(VBD)-(PRP$)} 0.256981
> POS-Bigrams{(NN)-(WP)} 0.256981
> POS-Trigrams{(NNS)-(IN)-(DT)} 0.256981
> POS-Trigrams{(VBN)-(NN)-(NN)} 0.256981
> POS-Trigrams{(NN)-(CC)-(NN)} 0.256981
> POS-Trigrams{(VBZ)-(RB)-(VBN)} 0.256981
> POS-Trigrams{(PRP)-(VBD)-(VBG)} 0.256981
> POS-Trigrams{(VBD)-(RB)-(RB)} 0.256981
> POS-Trigrams{(VBD)-(VBN)-(VBG)} 0.256981
> POS-Trigrams{(NNS)-(RB)-(RB)} 0.256981
> POS-Trigrams{(IN)-(NN)-(POS)} 0.256981
> POS-Trigrams{(NNS)-(RB)-(IN)} 0.256981
> Words{components} 0.256981
> Words{on} 0.256981
> Words{capable} 0.256981
> Words{maximum} 0.256981
> Words{weapon} 0.256981
> Words{happened} 0.256981
> Words{together} 0.256981
> Words{get} 0.256981
> Words{still} 0.256981
> Word-Bigrams{(system)-(the)} 0.256981
> Word-Bigrams{(capable)-(of)} 0.256981
> Word-Bigrams{(used)-(in)} 0.256981
> Word-Bigrams{(weapon)-(system)} 0.256981
> Word-Bigrams{(the)-(weapon)} 0.256981
> Word-Bigrams{(had)-(been)} 0.256981
> Word-Bigrams{(it)-(was)} 0.256981
> Word-Trigrams{(the)-(weapon)-(system)} 0.256981
> Top-Letter-bigrams{xi} 0.250405
> Top-Letter-bigrams{kn} 0.250405
> Top-Letter-trigrams{way} 0.250405
> Top-Letter-trigrams{uti} 0.250405
> Function-Words{that} 0.250405
> POS-Tags{EX} 0.250405
> POS-Bigrams{(VB)-(PRP)} 0.250405
> POS-Trigrams{(NNS)-(VBP)-(VBN)} 0.250405
> Words{that} 0.250405
> Top-Letter-trigrams{app} 0.227698
> Top-Letter-trigrams{mor} 0.227698
> Top-Letter-trigrams{ctr} 0.227698
> Top-Letter-trigrams{pab} 0.227698
> Top-Letter-trigrams{imu} 0.227698
> Top-Letter-trigrams{ena} 0.227698
> Top-Letter-trigrams{uce} 0.227698
> Top-Letter-trigrams{ype} 0.227698
> Top-Letter-trigrams{ano} 0.227698
> Top-Letter-trigrams{try} 0.227698
> POS-Bigrams{(IN)-(PRP$)} 0.227698
> POS-Trigrams{(VBZ)-(VBN)-(TO)} 0.227698
> POS-Trigrams{(JJ)-(NNS)-(NN)} 0.227698
> Words{required} 0.227698
> Top-Letter-bigrams{ox} 0.206799
> Top-Letter-bigrams{yc} 0.206799
> Top-Letter-bigrams{aw} 0.206799
> Top-Letter-bigrams{ip} 0.206799
> Top-Letter-bigrams{oy} 0.206799
> Top-Letter-bigrams{dn} 0.206799
> Top-Letter-bigrams{nr} 0.206799
> Top-Letter-trigrams{owe} 0.206799
> Top-Letter-trigrams{ope} 0.206799
> Top-Letter-trigrams{bul} 0.206799
> Top-Letter-trigrams{ont} 0.206799
> Top-Letter-trigrams{tro} 0.206799
> Top-Letter-trigrams{ari} 0.206799
> Top-Letter-trigrams{rox} 0.206799
> Top-Letter-trigrams{mat} 0.206799
> Top-Letter-trigrams{een} 0.206799
> Top-Letter-trigrams{rem} 0.206799
> Top-Letter-trigrams{ame} 0.206799
> Top-Letter-trigrams{ffe} 0.206799
> Top-Letter-trigrams{ete} 0.206799
> Top-Letter-trigrams{min} 0.206799
> Top-Letter-trigrams{ity} 0.206799
> Top-Letter-trigrams{rog} 0.206799
> Top-Letter-trigrams{cyc} 0.206799
> Top-Letter-trigrams{ycl} 0.206799
> Top-Letter-trigrams{che} 0.206799
> Top-Letter-trigrams{env} 0.206799
> Top-Letter-trigrams{onm} 0.206799
> Top-Letter-trigrams{anc} 0.206799
> Top-Letter-trigrams{lau} 0.206799
> Top-Letter-trigrams{que} 0.206799
> Top-Letter-trigrams{arn} 0.206799
> Top-Letter-trigrams{nna} 0.206799
> Top-Letter-trigrams{ift} 0.206799
> Top-Letter-trigrams{jet} 0.206799
> Top-Letter-trigrams{peo} 0.206799
> Top-Letter-trigrams{eop} 0.206799
> Top-Letter-trigrams{opl} 0.206799
> Top-Letter-trigrams{ror} 0.206799
> Top-Letter-trigrams{olk} 0.206799
> Top-Letter-trigrams{wro} 0.206799
> Top-Letter-trigrams{san} 0.206799
> Top-Letter-trigrams{gge} 0.206799
> Top-Letter-trigrams{epi} 0.206799
> Top-Letter-trigrams{mem} 0.206799
> Top-Letter-trigrams{gon} 0.206799
> Top-Letter-trigrams{ybo} 0.206799
> Top-Letter-trigrams{opp} 0.206799
> Function-Words{some} 0.206799
> Function-Words{who} 0.206799
> Function-Words{my} 0.206799
> Function-Words{others} 0.206799
> Function-Words{those} 0.206799
> POS-Bigrams{(VBN)-(TO)} 0.206799
> POS-Bigrams{(VBD)-(TO)} 0.206799
> POS-Bigrams{(CC)-(VBN)} 0.206799
> POS-Bigrams{(IN)-(RB)} 0.206799
> POS-Bigrams{(NNS)-(RB)} 0.206799
> POS-Bigrams{(PRP)-(RB)} 0.206799
> POS-Bigrams{(JJ)-(PRP)} 0.206799
> POS-Bigrams{(DT)-(VBD)} 0.206799
> POS-Bigrams{(:)-(DT)} 0.206799
> POS-Bigrams{(:)-(NN)} 0.206799
> POS-Bigrams{(DT)-(NNP)} 0.206799
> POS-Bigrams{(RP)-(CC)} 0.206799
> POS-Bigrams{(IN)-(VBZ)} 0.206799
> POS-Trigrams{(DT)-(NN)-(JJ)} 0.206799
> POS-Trigrams{(JJ)-(NN)-(VBZ)} 0.206799
> POS-Trigrams{(DT)-(NN)-(CC)} 0.206799
> POS-Trigrams{(NN)-(NNS)-(IN)} 0.206799
> POS-Trigrams{(NNS)-(NN)-(NNS)} 0.206799
> POS-Trigrams{(NN)-(VBD)-(RB)} 0.206799
> POS-Trigrams{(VBD)-(DT)-(NN)} 0.206799
> POS-Trigrams{(NN)-(NN)-($)} 0.206799
> POS-Trigrams{(PRP)-(VBD)-(DT)} 0.206799
> POS-Trigrams{(RB)-(CC)-(RB)} 0.206799
> POS-Trigrams{(TO)-(VB)-(CC)} 0.206799
> POS-Trigrams{(POS)-(NN)-(NN)} 0.206799
> POS-Trigrams{(NN)-(:)-(DT)} 0.206799
> POS-Trigrams{(DT)-(NN)-(POS)} 0.206799
> POS-Trigrams{(PRP)-(VBD)-(RB)} 0.206799
> POS-Trigrams{(RB)-(IN)-(PRP)} 0.206799
> POS-Trigrams{(POS)-(NN)-(IN)} 0.206799
> POS-Trigrams{(IN)-(DT)-(NNP)} 0.206799
> POS-Trigrams{(VB)-(VBN)-(RB)} 0.206799
> Words{provides} 0.206799
> Words{electronic} 0.206799
> Words{installed} 0.206799
> Words{complete} 0.206799
> Words{operating} 0.206799
> Words{check} 0.206799
> Words{maintain} 0.206799
> Words{support} 0.206799
> Words{systems} 0.206799
> Words{some} 0.206799
> Words{who} 0.206799
> Words{people} 0.206799
> Words{my} 0.206799
> Words{others} 0.206799
> Words{those} 0.206799
> Word-Bigrams{(the)-(missile)} 0.206799
> Word-Bigrams{(and)-(the)} 0.206799
> Word-Bigrams{(is)-(used)} 0.206799
> Word-Bigrams{(may)-(be)} 0.206799
> Word-Bigrams{(to)-(be)} 0.206799
> Word-Bigrams{(the)-(end)} 0.206799
> Word-Bigrams{(have)-(to)} 0.206799
> Word-Bigrams{(the)-(time)} 0.206799
> Word-Bigrams{(but)-(the)} 0.206799
> Word-Bigrams{(not)-(to)} 0.206799
> Word-Bigrams{(of)-(his)} 0.206799
> Word-Bigrams{(a)-(long)} 0.206799
> POS-Bigrams{(RB)-(TO)} 0.200639
> Top-Letter-trigrams{dow} 0.200639
> Top-Letter-trigrams{sib} 0.200639
> Top-Letter-trigrams{erc} 0.200639
> Top-Letter-trigrams{loo} 0.200639
> Top-Letter-trigrams{you} 0.200639
> POS-Trigrams{(NN)-(NN)-(VBP)} 0.200639
> POS-Trigrams{(JJ)-(IN)-(NN)} 0.200639
> POS-Bigrams{(DT)-(VBN)} 0.189959
> POS-Trigrams{(NN)-(RB)-(RB)} 0.189959
> Top-Letter-trigrams{var} 0.177504
> Top-Letter-trigrams{oge} 0.177504
> Top-Letter-trigrams{mak} 0.177504
> Top-Letter-trigrams{rki} 0.177504
> Top-Letter-trigrams{avi} 0.177504
> Function-Words{way} 0.177504
> Function-Words{over} 0.177504
> POS-Trigrams{(VBD)-(IN)-(NN)} 0.177504
> Words{come} 0.177504
> Words{way} 0.177504
> Words{over} 0.177504
> Word-Bigrams{(to)-(a)} 0.177504
> Top-Letter-bigrams{iz} 0.160112
> Top-Letter-bigrams{aj} 0.160112
> Top-Letter-bigrams{dm} 0.160112
> Top-Letter-bigrams{sw} 0.160112
> Top-Letter-trigrams{mpo} 0.160112
> Top-Letter-trigrams{ppl} 0.160112
> Top-Letter-trigrams{uat} 0.160112
> Top-Letter-trigrams{iab} 0.160112
> Top-Letter-trigrams{apa} 0.160112
> Top-Letter-trigrams{rcu} 0.160112
> Top-Letter-trigrams{siv} 0.160112
> Top-Letter-trigrams{lia} 0.160112
> Top-Letter-trigrams{fly} 0.160112
> Top-Letter-trigrams{hei} 0.160112
> Top-Letter-trigrams{eir} 0.160112
> Top-Letter-trigrams{gni} 0.160112
> Top-Letter-trigrams{bea} 0.160112
> Top-Letter-trigrams{lua} 0.160112
> Top-Letter-trigrams{ncy} 0.160112
> Top-Letter-trigrams{mpr} 0.160112
> Top-Letter-trigrams{det} 0.160112
> Top-Letter-trigrams{too} 0.160112
> Top-Letter-trigrams{lfu} 0.160112
> Top-Letter-trigrams{pto} 0.160112
> Top-Letter-trigrams{urc} 0.160112
> Top-Letter-trigrams{dam} 0.160112
> Top-Letter-trigrams{rim} 0.160112
> Top-Letter-trigrams{ann} 0.160112
> Top-Letter-trigrams{hal} 0.160112
> Top-Letter-trigrams{beg} 0.160112
> Top-Letter-trigrams{soo} 0.160112
> Top-Letter-trigrams{oon} 0.160112
> Top-Letter-trigrams{hai} 0.160112
> Top-Letter-trigrams{nig} 0.160112
> Top-Letter-trigrams{leg} 0.160112
> Top-Letter-trigrams{wan} 0.160112
> Top-Letter-trigrams{vit} 0.160112
> Top-Letter-trigrams{tay} 0.160112
> Top-Letter-trigrams{ayi} 0.160112
> Top-Letter-trigrams{gar} 0.160112
> Top-Letter-trigrams{rsi} 0.160112
> Top-Letter-trigrams{adm} 0.160112
> Top-Letter-trigrams{smo} 0.160112
> Top-Letter-trigrams{wen} 0.160112
> Top-Letter-trigrams{don} 0.160112
> Top-Letter-trigrams{ugg} 0.160112
> Top-Letter-trigrams{egi} 0.160112
> Top-Letter-trigrams{ows} 0.160112
> Top-Letter-trigrams{pub} 0.160112
> Top-Letter-trigrams{ung} 0.160112
> Top-Letter-trigrams{big} 0.160112
> Top-Letter-trigrams{ayb} 0.160112
> Top-Letter-trigrams{ybe} 0.160112
> Top-Letter-trigrams{mac} 0.160112
> Top-Letter-trigrams{ryb} 0.160112
> Top-Letter-trigrams{fts} 0.160112
> Top-Letter-trigrams{erw} 0.160112
> Top-Letter-trigrams{rwi} 0.160112
> Top-Letter-trigrams{ils} 0.160112
> Top-Letter-trigrams{unf} 0.160112
> Top-Letter-trigrams{soc} 0.160112
> Top-Letter-trigrams{oci} 0.160112
> Top-Letter-trigrams{yon} 0.160112
> Top-Letter-trigrams{hno} 0.160112
> Top-Letter-trigrams{nyt} 0.160112
> Top-Letter-trigrams{dus} 0.160112
> Top-Letter-trigrams{ffl} 0.160112
> Top-Letter-trigrams{hoi} 0.160112
> Two-Digit-Numbers{30} 0.160112
> Two-Digit-Numbers{19} 0.160112
> Two-Digit-Numbers{17} 0.160112
> Function-Words{their} 0.160112
> Function-Words{upon} 0.160112
> Function-Words{other} 0.160112
> Function-Words{away} 0.160112
> Function-Words{soon} 0.160112
> Function-Words{having} 0.160112
> Function-Words{something} 0.160112
> Function-Words{front} 0.160112
> Function-Words{every} 0.160112
> Function-Words{whose} 0.160112
> Function-Words{nothing} 0.160112
> Function-Words{maybe} 0.160112
> Function-Words{though} 0.160112
> Function-Words{everybody} 0.160112
> Function-Words{otherwise} 0.160112
> Function-Words{c} 0.160112
> Function-Words{it's} 0.160112
> Function-Words{anything} 0.160112
> POS-Tags{WP$} 0.160112
> POS-Bigrams{(VBD)-(JJ)} 0.160112
> POS-Bigrams{(CC)-(VBD)} 0.160112
> POS-Bigrams{(VB)-(RP)} 0.160112
> POS-Bigrams{(VBZ)-(TO)} 0.160112
> POS-Bigrams{($)-(PRP)} 0.160112
> POS-Bigrams{(VBD)-(PRP)} 0.160112
> POS-Bigrams{(CC)-(FW)} 0.160112
> POS-Bigrams{(FW)-(MD)} 0.160112
> POS-Bigrams{(FW)-(VBP)} 0.160112
> POS-Bigrams{(VBG)-(RP)} 0.160112
> POS-Bigrams{(EX)-(VBD)} 0.160112
> POS-Bigrams{(CD)-(POS)} 0.160112
> POS-Bigrams{(VBD)-(NNS)} 0.160112
> POS-Bigrams{(:)-(PRP)} 0.160112
> POS-Bigrams{(WP)-(PRP)} 0.160112
> POS-Bigrams{(VB)-(:)} 0.160112
> POS-Bigrams{(WP)-(RB)} 0.160112
> POS-Bigrams{(IN)-(EX)} 0.160112
> POS-Trigrams{(NN)-(VBP)-(NN)} 0.160112
> POS-Trigrams{(VBN)-(IN)-(JJ)} 0.160112
> POS-Trigrams{(NN)-(NN)-(TO)} 0.160112
> POS-Trigrams{(DT)-(VBG)-(NN)} 0.160112
> POS-Trigrams{(CC)-(NN)-(DT)} 0.160112
> POS-Trigrams{(NN)-(NNS)-(DT)} 0.160112
> POS-Trigrams{(VBZ)-(VBN)-(CC)} 0.160112
> POS-Trigrams{(JJ)-(NNS)-(VBN)} 0.160112
> POS-Trigrams{(DT)-(JJ)-(CC)} 0.160112
> POS-Trigrams{(VBP)-(VBN)-(VBN)} 0.160112
> POS-Trigrams{(VBD)-(DT)-(JJ)} 0.160112
> POS-Trigrams{(NN)-($)-(PRP)} 0.160112
> POS-Trigrams{(DT)-(NN)-($)} 0.160112
> POS-Trigrams{(NN)-(CC)-(FW)} 0.160112
> POS-Trigrams{(JJ)-(CC)-(RB)} 0.160112
> POS-Trigrams{(PRP)-(VBD)-(IN)} 0.160112
> POS-Trigrams{(VBD)-(RB)-(VBG)} 0.160112
> POS-Trigrams{(NN)-(PRP)-(VBP)} 0.160112
> POS-Trigrams{(PRP)-(IN)-(NN)} 0.160112
> POS-Trigrams{(JJ)-(NNS)-(VBD)} 0.160112
> POS-Trigrams{(JJ)-(CC)-(IN)} 0.160112
> POS-Trigrams{(PRP$)-(NN)-(VBD)} 0.160112
> POS-Trigrams{(PRP)-(VBD)-(VBN)} 0.160112
> POS-Trigrams{(:)-(DT)-(NN)} 0.160112
> POS-Trigrams{(RB)-(RB)-(PRP)} 0.160112
> POS-Trigrams{(RB)-(PRP)-(VBZ)} 0.160112
> POS-Trigrams{(CC)-(RB)-(RB)} 0.160112
> POS-Trigrams{(CC)-(PRP)-(VBD)} 0.160112
> POS-Trigrams{(NN)-(CC)-(PRP)} 0.160112
> POS-Trigrams{(VBD)-(RP)-(DT)} 0.160112
> POS-Trigrams{(DT)-(NN)-(:)} 0.160112
> POS-Trigrams{(NN)-(VBD)-(VBG)} 0.160112
> POS-Trigrams{(VBG)-(RB)-(IN)} 0.160112
> POS-Trigrams{(IN)-(VBG)-(IN)} 0.160112
> POS-Trigrams{(JJ)-(NN)-(:)} 0.160112
> POS-Trigrams{(VB)-(VBN)-(RP)} 0.160112
> POS-Trigrams{(CC)-(PRP)-(VBP)} 0.160112
> POS-Trigrams{(NN)-(WP)-(VBD)} 0.160112
> POS-Trigrams{(NN)-(VBD)-(PRP$)} 0.160112
> Words{control} 0.160112
> Words{electrical} 0.160112
> Words{servo} 0.160112
> Words{small} 0.160112
> Words{temperature} 0.160112
> Words{ground} 0.160112
> Words{environment} 0.160112
> Words{launcher} 0.160112
> Words{assembly} 0.160112
> Words{their} 0.160112
> Words{performance} 0.160112
> Words{minimum} 0.160112
> Words{capabilities} 0.160112
> Words{present} 0.160112
> Words{testing} 0.160112
> Words{shown} 0.160112
> Words{installation} 0.160112
> Words{periodic} 0.160112
> Words{intervals} 0.160112
> Words{serve} 0.160112
> Words{ready} 0.160112
> Words{status} 0.160112
> Words{precautions} 0.160112
> Words{upon} 0.160112
> Words{radiation} 0.160112
> Words{produced} 0.160112
> Words{microwave} 0.160112
> Words{divided} 0.160112
> Words{result} 0.160112
> Words{warning} 0.160112
> Words{other} 0.160112
> Words{mobile} 0.160112
> Words{farina's} 0.160112
> Words{farina} 0.160112
> Words{literary} 0.160112
> Words{character} 0.160112
> Words{away} 0.160112
> Words{soon} 0.160112
> Words{group} 0.160112
> Words{things} 0.160112
> Words{having} 0.160112
> Words{happening} 0.160112
> Words{thought} 0.160112
> Words{something} 0.160112
> Words{meant} 0.160112
> Words{front} 0.160112
> Words{every} 0.160112
> Words{went} 0.160112
> Words{whose} 0.160112
> Words{novel} 0.160112
> Words{nothing} 0.160112
> Words{take} 0.160112
> Words{big} 0.160112
> Words{live} 0.160112
> Words{maybe} 0.160112
> Words{remember} 0.160112
> Words{attention} 0.160112
> Words{seems} 0.160112
> Words{though} 0.160112
> Words{everybody} 0.160112
> Words{think} 0.160112
> Words{otherwise} 0.160112
> Words{c} 0.160112
> Words{it's} 0.160112
> Words{anything} 0.160112
> Words{able} 0.160112
> Words{put} 0.160112
> Words{happen} 0.160112
> Words{airlift} 0.160112
> Words{mats} 0.160112
> Words{c-124} 0.160112
> Words{cable} 0.160112
> Words{dash} 0.160112
> Word-Bigrams{(hydraulic)-(system)} 0.160112
> Word-Bigrams{(in)-(turn)} 0.160112
> Word-Bigrams{(the)-(main)} 0.160112
> Word-Bigrams{(as)-(an)} 0.160112
> Word-Bigrams{(the)-(maximum)} 0.160112
> Word-Bigrams{(required)-(to)} 0.160112
> Word-Bigrams{(system)-(is)} 0.160112
> Word-Bigrams{(and)-(maintenance)} 0.160112
> Word-Bigrams{(and)-(equipment)} 0.160112
> Word-Bigrams{(equipment)-(is)} 0.160112
> Word-Bigrams{(the)-(frequency)} 0.160112
> Word-Bigrams{(the)-(human)} 0.160112
> Word-Bigrams{(human)-(body)} 0.160112
> Word-Bigrams{(microwave)-(radiation)} 0.160112
> Word-Bigrams{(equipment)-(the)} 0.160112
> Word-Bigrams{(is)-(capable)} 0.160112
> Word-Bigrams{(a)-(while)} 0.160112
> Word-Bigrams{(of)-(that)} 0.160112
> Word-Bigrams{(may)-(have)} 0.160112
> Word-Bigrams{(the)-(day)} 0.160112
> Word-Bigrams{(able)-(to)} 0.160112
> Word-Bigrams{(the)-(loading)} 0.160112
> Word-Bigrams{(2)-(dash)} 0.160112
> Word-Bigrams{(the)-(trailer)} 0.160112
> Word-Trigrams{(of)-(the)-(missile)} 0.160112
> Word-Trigrams{(used)-(in)-(the)} 0.160112
> Word-Trigrams{(the)-(missile)-(and)} 0.160112
> Word-Trigrams{(in)-(the)-(weapon)} 0.160112
> Word-Trigrams{(the)-(human)-(body)} 0.160112
> Word-Trigrams{(is)-(capable)-(of)} 0.160112
> Word-Trigrams{(for)-(a)-(while)} 0.160112
> Misspelled-Words{it's} 0.160112
> Top-Letter-bigrams{tp} 0.116440
> Top-Letter-bigrams{ux} 0.116440
> Top-Letter-bigrams{hl} 0.116440
> Top-Letter-bigrams{zy} 0.116440
> Top-Letter-bigrams{ji} 0.116440
> Top-Letter-bigrams{lr} 0.116440
> Top-Letter-bigrams{ej} 0.116440
> Top-Letter-bigrams{ym} 0.116440
> Top-Letter-trigrams{utp} 0.116440
> Top-Letter-trigrams{tam} 0.116440
> Top-Letter-trigrams{wab} 0.116440
> Top-Letter-trigrams{isf} 0.116440
> Top-Letter-trigrams{sfa} 0.116440
> Top-Letter-trigrams{obt} 0.116440
> Top-Letter-trigrams{bta} 0.116440
> Top-Letter-trigrams{pil} 0.116440
> Top-Letter-trigrams{atl} 0.116440
> Top-Letter-trigrams{ibu} 0.116440
> Top-Letter-trigrams{deq} 0.116440
> Top-Letter-trigrams{lyi} 0.116440
> Top-Letter-trigrams{xer} 0.116440
> Top-Letter-trigrams{rpt} 0.116440
> Top-Letter-trigrams{tib} 0.116440
> Top-Letter-trigrams{ova} 0.116440
> Top-Letter-trigrams{ssf} 0.116440
> Top-Letter-trigrams{sfu} 0.116440
> Top-Letter-trigrams{gaz} 0.116440
> Top-Letter-trigrams{uts} 0.116440
> Top-Letter-trigrams{tsi} 0.116440
> Top-Letter-trigrams{ntu} 0.116440
> Top-Letter-trigrams{mys} 0.116440
> Top-Letter-trigrams{unr} 0.116440
> Top-Letter-trigrams{nre} 0.116440
> Top-Letter-trigrams{idn} 0.116440
> Top-Letter-trigrams{job} 0.116440
> Top-Letter-trigrams{apt} 0.116440
> Top-Letter-trigrams{cru} 0.116440
> Top-Letter-trigrams{hau} 0.116440
> Top-Letter-trigrams{ppa} 0.116440
> Top-Letter-trigrams{sty} 0.116440
> Top-Letter-trigrams{yar} 0.116440
> Top-Letter-trigrams{raz} 0.116440
> Top-Letter-trigrams{azy} 0.116440
> Top-Letter-trigrams{lks} 0.116440
> Top-Letter-trigrams{quo} 0.116440
> Top-Letter-trigrams{uot} 0.116440
> Top-Letter-trigrams{uis} 0.116440
> Top-Letter-trigrams{tun} 0.116440
> Top-Letter-trigrams{zen} 0.116440
> Top-Letter-trigrams{rug} 0.116440
> Top-Letter-trigrams{nyo} 0.116440
> Top-Letter-trigrams{iec} 0.116440
> Top-Letter-trigrams{ird} 0.116440
> Top-Letter-trigrams{alr} 0.116440
> Top-Letter-trigrams{lre} 0.116440
> Top-Letter-trigrams{emy} 0.116440
> Top-Letter-trigrams{hoe} 0.116440
> Top-Letter-trigrams{esn} 0.116440
> Top-Letter-trigrams{nem} 0.116440
> Top-Letter-trigrams{moo} 0.116440
> Top-Letter-trigrams{api} 0.116440
> Top-Letter-trigrams{atc} 0.116440
> Top-Letter-trigrams{eso} 0.116440
> Top-Letter-trigrams{igo} 0.116440
> Top-Letter-trigrams{yel} 0.116440
> Top-Letter-trigrams{etc} 0.116440
> Two-Digit-Numbers{40} 0.116440
> Two-Digit-Numbers{11} 0.116440
> Function-Words{outside} 0.116440
> Function-Words{sometimes} 0.116440
> Function-Words{already} 0.116440
> Function-Words{doesn't} 0.116440
> Function-Words{nor} 0.116440
> POS-Bigrams{(WDT)-(IN)} 0.116440
> POS-Bigrams{(VBZ)-(RBR)} 0.116440
> POS-Bigrams{(FW)-(RB)} 0.116440
> POS-Bigrams{(IN)-(VBD)} 0.116440
> POS-Bigrams{(NNS)-(RP)} 0.116440
> POS-Bigrams{(RB)-(FW)} 0.116440
> POS-Bigrams{(NN)-(PDT)} 0.116440
> POS-Bigrams{(CD)-(VBD)} 0.116440
> POS-Bigrams{(JJ)-(JJR)} 0.116440
> POS-Bigrams{(JJR)-(JJ)} 0.116440
> POS-Bigrams{(IN)-(VB)} 0.116440
> POS-Bigrams{(CD)-(PRP)} 0.116440
> POS-Bigrams{(JJ)-(VBP)} 0.116440
> POS-Bigrams{(VBZ)-(RP)} 0.116440
> POS-Bigrams{(JJS)-(TO)} 0.116440
> POS-Bigrams{(VB)-(POS)} 0.116440
> POS-Bigrams{(POS)-(VB)} 0.116440
> POS-Bigrams{(JJR)-(CC)} 0.116440
> POS-Trigrams{(WDT)-(IN)-(NN)} 0.116440
> POS-Trigrams{(NNS)-(VBN)-(TO)} 0.116440
> POS-Trigrams{(TO)-(VB)-(WRB)} 0.116440
> POS-Trigrams{(NNS)-(VBP)-(NN)} 0.116440
> POS-Trigrams{(JJ)-(CC)-(VBN)} 0.116440
> POS-Trigrams{(NNS)-(VBZ)-(JJ)} 0.116440
> POS-Trigrams{(NN)-(VBZ)-(RBR)} 0.116440
> POS-Trigrams{(NNS)-(IN)-(TO)} 0.116440
> POS-Trigrams{(VBN)-(JJ)-(NN)} 0.116440
> POS-Trigrams{(VBG)-(NN)-(MD)} 0.116440
> POS-Trigrams{(NNS)-(NNS)-(VBP)} 0.116440
> POS-Trigrams{(NN)-(NNS)-(VBG)} 0.116440
> POS-Trigrams{(NN)-(RB)-(VBZ)} 0.116440
> POS-Trigrams{(JJ)-(NN)-($)} 0.116440
> POS-Trigrams{(NN)-(VBP)-(DT)} 0.116440
> POS-Trigrams{(CC)-(VBZ)-(JJ)} 0.116440
> POS-Trigrams{(VBN)-(RB)-(DT)} 0.116440
> POS-Trigrams{(NNS)-(NNS)-(NN)} 0.116440
> POS-Trigrams{($)-(VBZ)-(NN)} 0.116440
> POS-Trigrams{(RB)-(JJ)-(PRP)} 0.116440
> POS-Trigrams{(VBZ)-(IN)-(RB)} 0.116440
> POS-Trigrams{(RB)-(TO)-(PRP)} 0.116440
> POS-Trigrams{(VB)-(PRP)-(VBD)} 0.116440
> POS-Trigrams{(PRP)-(JJ)-(IN)} 0.116440
> POS-Trigrams{(NN)-(RB)-(VBG)} 0.116440
> POS-Trigrams{(RB)-(VBG)-(IN)} 0.116440
> POS-Trigrams{(VBD)-(RB)-(CC)} 0.116440
> POS-Trigrams{(VBD)-(PRP$)-(JJ)} 0.116440
> POS-Trigrams{(TO)-(PRP$)-(NN)} 0.116440
> POS-Trigrams{(TO)-(VB)-(VBG)} 0.116440
> POS-Trigrams{(NNS)-(PRP)-(VBD)} 0.116440
> POS-Trigrams{(NN)-(PDT)-(DT)} 0.116440
> POS-Trigrams{(TO)-(NN)-(RB)} 0.116440
> POS-Trigrams{(VBD)-(PRP)-(VBD)} 0.116440
> POS-Trigrams{(VBD)-(VBG)-(NN)} 0.116440
> POS-Trigrams{(VBD)-(VBN)-(DT)} 0.116440
> POS-Trigrams{(DT)-(VBD)-(DT)} 0.116440
> POS-Trigrams{(CD)-(POS)-(JJ)} 0.116440
> POS-Trigrams{(DT)-(NN)-(WP)} 0.116440
> POS-Trigrams{(CC)-(PRP)-(VBZ)} 0.116440
> POS-Trigrams{(PRP)-(VBD)-(PRP)} 0.116440
> POS-Trigrams{(PRP)-(VBD)-(RP)} 0.116440
> POS-Trigrams{(JJR)-(JJ)-(NN)} 0.116440
> POS-Trigrams{(DT)-(RB)-(VBN)} 0.116440
> POS-Trigrams{(VBD)-(JJ)-(IN)} 0.116440
> POS-Trigrams{(NN)-(VBD)-(JJ)} 0.116440
> POS-Trigrams{(IN)-(PRP)-(PRP)} 0.116440
> POS-Trigrams{(VB)-(IN)-(IN)} 0.116440
> POS-Trigrams{(VBD)-(PRP$)-(NN)} 0.116440
> POS-Trigrams{(VBN)-(NN)-(VBZ)} 0.116440
> POS-Trigrams{(VBD)-(VBG)-(IN)} 0.116440
> POS-Trigrams{(VBD)-(RB)-(VB)} 0.116440
> POS-Trigrams{(RB)-(IN)-(VBG)} 0.116440
> POS-Trigrams{(NN)-(PRP$)-(NN)} 0.116440
> POS-Trigrams{(RB)-(PRP)-(VBP)} 0.116440
> POS-Trigrams{(PRP)-(VBP)-(DT)} 0.116440
> POS-Trigrams{(NN)-(IN)-(WP)} 0.116440
> POS-Trigrams{(EX)-(VBP)-(RB)} 0.116440
> POS-Trigrams{(VBN)-(JJ)-(TO)} 0.116440
> POS-Trigrams{(VBZ)-(JJ)-(TO)} 0.116440
> POS-Trigrams{(PRP)-(VBD)-(NN)} 0.116440
> POS-Trigrams{(CD)-(NNS)-(RB)} 0.116440
> POS-Trigrams{(RP)-(IN)-(JJ)} 0.116440
> POS-Trigrams{(JJS)-(TO)-(DT)} 0.116440
> POS-Trigrams{(VB)-(POS)-(VB)} 0.116440
> Words{various} 0.116440
> Words{severe} 0.116440
> Words{oil} 0.116440
> Words{allowable} 0.116440
> Words{increased} 0.116440
> Words{reached} 0.116440
> Words{adequate} 0.116440
> Words{periods} 0.116440
> Words{scope} 0.116440
> Words{transmitter} 0.116440
> Words{} 0.116440
> Words{indicated} 0.116440
> Words{spectrum} 0.116440
> Words{considered} 0.116440
> Words{source} 0.116440
> Words{completion} 0.116440
> Words{successful} 0.116440
> Words{campus} 0.116440
> Words{outside} 0.116440
> Words{sometimes} 0.116440
> Words{ran} 0.116440
> Words{book} 0.116440
> Words{coeds} 0.116440
> Words{women} 0.116440
> Words{supposed} 0.116440
> Words{one's} 0.116440
> Words{knew} 0.116440
> Words{ways} 0.116440
> Words{wrote} 0.116440
> Words{face} 0.116440
> Words{writing} 0.116440
> Words{crazy} 0.116440
> Words{seen} 0.116440
> Words{whole} 0.116440
> Words{folks} 0.116440
> Words{going} 0.116440
> Words{lot} 0.116440
> Words{old} 0.116440
> Words{easily} 0.116440
> Words{piece} 0.116440
> Words{already} 0.116440
> Words{doesn't} 0.116440
> Words{words} 0.116440
> Words{nor} 0.116440
> Words{airlifting} 0.116440
> Words{positive} 0.116440
> Words{airlifts} 0.116440
> Words{crew} 0.116440
> Words{anchor} 0.116440
> Word-Bigrams{(power)-(for)} 0.116440
> Word-Bigrams{(which)-(in)} 0.116440
> Word-Bigrams{(is)-(also)} 0.116440
> Word-Bigrams{(complete)-(the)} 0.116440
> Word-Bigrams{(the)-(oil)} 0.116440
> Word-Bigrams{(test)-(and)} 0.116440
> Word-Bigrams{(effect)-(of)} 0.116440
> Word-Bigrams{(to)-(maintain)} 0.116440
> Word-Bigrams{(maintain)-(the)} 0.116440
> Word-Bigrams{(the)-(interceptor)} 0.116440
> Word-Bigrams{(ready)-(status)} 0.116440
> Word-Bigrams{(effects)-(of)} 0.116440
> Word-Bigrams{(of)-(radar)} 0.116440
> Word-Bigrams{(frequency)-(of)} 0.116440
> Word-Bigrams{(shown)-(in)} 0.116440
> Word-Bigrams{(in)-(figure)} 0.116440
> Word-Bigrams{(the)-(radiation)} 0.116440
> Word-Bigrams{(equipment)-(used)} 0.116440
> Word-Bigrams{(by)-(an)} 0.116440
> Word-Bigrams{(the)-(amount)} 0.116440
> Word-Bigrams{(heat)-(is)} 0.116440
> Word-Bigrams{(line)-(the)} 0.116440
> Word-Bigrams{(equipment)-(which)} 0.116440
> Word-Bigrams{(in)-(that)} 0.116440
> Word-Bigrams{(the)-(proper)} 0.116440
> Word-Bigrams{(to)-(test)} 0.116440
> Word-Bigrams{(a)-(confidence)} 0.116440
> Word-Bigrams{(looks)-(like)} 0.116440
> Word-Bigrams{(and)-(i)} 0.116440
> Word-Bigrams{(the)-(campus)} 0.116440
> Word-Bigrams{(at)-(some)} 0.116440
> Word-Bigrams{(the)-(world)} 0.116440
> Word-Bigrams{(the)-(spring)} 0.116440
> Word-Bigrams{(out)-(in)} 0.116440
> Word-Bigrams{(to)-(his)} 0.116440
> Word-Bigrams{(the)-(only)} 0.116440
> Word-Bigrams{(there)-(was)} 0.116440
> Word-Bigrams{(had)-(a)} 0.116440
> Word-Bigrams{(set)-(of)} 0.116440
> Word-Bigrams{(to)-(have)} 0.116440
> Word-Bigrams{(each)-(other)} 0.116440
> Word-Bigrams{(and)-(we)} 0.116440
> Word-Bigrams{(on)-(this)} 0.116440
> Word-Bigrams{(some)-(of)} 0.116440
> Word-Bigrams{(was)-(in)} 0.116440
> Word-Bigrams{(a)-(lot)} 0.116440
> Word-Bigrams{(lot)-(of)} 0.116440
> Word-Bigrams{(of)-(it)} 0.116440
> Word-Bigrams{(piece)-(of)} 0.116440
> Word-Bigrams{(can)-(get)} 0.116440
> Word-Bigrams{(the)-(problem)} 0.116440
> Word-Bigrams{(about)-(the)} 0.116440
> Word-Bigrams{(airlifting)-(the)} 0.116440
> Word-Bigrams{(on)-(missile)} 0.116440
> Word-Bigrams{(the)-(airlift)} 0.116440
> Word-Bigrams{(clear)-(of)} 0.116440
> Word-Bigrams{(the)-(2)} 0.116440
> Word-Bigrams{(loading)-(gear)} 0.116440
> Word-Bigrams{(dash)-(2)} 0.116440
> Word-Bigrams{(c-124)-(and)} 0.116440
> Word-Trigrams{(in)-(the)-(missile)} 0.116440
> Word-Trigrams{(which)-(in)-(turn)} 0.116440
> Word-Trigrams{(to)-(maintain)-(the)} 0.116440
> Word-Trigrams{(frequency)-(of)-(the)} 0.116440
> Word-Trigrams{(shown)-(in)-(figure)} 0.116440
> Word-Trigrams{(the)-(amount)-(of)} 0.116440
> Word-Trigrams{(used)-(to)-(test)} 0.116440
> Word-Trigrams{(the)-(launcher)-(shelter)} 0.116440
> Word-Trigrams{(a)-(confidence)-(check)} 0.116440
> Word-Trigrams{(the)-(end)-(of)} 0.116440
> Word-Trigrams{(out)-(in)-(the)} 0.116440
> Word-Trigrams{(a)-(lot)-(of)} 0.116440
> Word-Trigrams{(airlifting)-(the)-(im-99a)} 0.116440
> Word-Trigrams{(have)-(to)-(be)} 0.116440
> Word-Trigrams{(of)-(the)-(airlift)} 0.116440
> Word-Trigrams{(the)-(2)-(dash)} 0.116440
> Word-Trigrams{(2)-(dash)-(2)} 0.116440
done!
2015-06-08, 15:23:15 Starting training and testing phase...
================================================================================
Running analysis with Analyzer 1 out of 1:
> Classifier: weka.classifiers.meta.ClassificationViaRegression
> Options: -W weka.classifiers.trees.M5P -- -M 4.0
2015-06-08, 15:23:15 Starting classification...
2015-06-08, 15:23:20 done!
Results:
========
doc \ author | _Unknown_ | BSN | TRP |
-------------------------------------------------------------------
BSN15_Oct1960[Analog] scrub.txt | 0.000000 | 0.863776 + | 0.136224 |
BSN16_Nov1960[Telemetering] scrub.txt | 0.000000 | 0.745953 + | 0.254047 |
BSN38_Sep1962[Hydrazine] scrub.txt | 0.000000 | 0.079726 | 0.920274 + |
BSN11_June1960[Torquing] scrub.txt | 0.000000 | 0.151587 | 0.848413 + |
BSN21_Apr1961[Maintainability] scrub.txt | 0.000000 | 0.926946 + | 0.073054 |
BSN37_Aug1962[Trouble] scrub.txt | 0.000000 | 0.003784 | 0.996216 + |
BSN33_Apr1962[MIU] scrub.txt | 0.000000 | 0.225788 | 0.774212 + |
BSN31_Feb1962[Teflon] scrub.txt | 0.000000 | 0.877024 + | 0.122976 |
BSN25_Aug1961[Soldering] scrub.txt | 0.000000 | 0.201564 | 0.798436 + |
BSN31_Feb1962[Hatter] scrub.txt | 0.000000 | 0.232362 | 0.767638 + |
BSN8_Mar1960[Vibration] scrub.txt | 0.000000 | 0.109575 | 0.890425 + |
BSN36_Jul1962[Environmental] scrub.txt | 0.000000 | 0.214335 | 0.785665 + |
BSN21_Apr1961[Intro] scrub.txt | 0.000000 | 0.042954 | 0.957046 + |
============================ JStylo Analysis Output ============================
Started analysis on 2015-06-08, 15:21:45
Running test documents classification
Training corpus:
> BSN (14 documents)
> TRP (14 documents)
Test documents:
> _Unknown_ (13 documents)
Feature set: WritePrints:
> Character count
> Average characters per word
> Letters
> Top Letter bigrams
> Top Letter trigrams
> Digits Percentage
> Letters Percentage
> Uppercase Letters Percentage
> Digits
> Two Digit Numbers
> Three Digit Numbers
> Word Lengths
> Special Characters
> Function Words
> Punctuation
> POS Tags
> POS Bigrams
> POS Trigrams
> Words
> Word Bigrams
> Word Trigrams
> Misspelled Words
Analyzers used:
> edu.drexel.psal.jstylo.analyzers.WekaAnalyzer -W weka.classifiers.trees.M5P -- -M 4.0
================================================================================
2015-06-08, 15:21:45 Extracting features from training corpus (using sparse representation)...
2015-06-08, 15:21:47 done!
2015-06-08, 15:21:47 Building relevant event set...2015-06-08, 15:21:49 done!
2015-06-08, 15:21:49 Building attributes list...2015-06-08, 15:22:00 done!
2015-06-08, 15:22:00 Creating training instances...2015-06-08, 15:22:45 done!
2015-06-08, 15:22:45 Extracting features from test documents (using sparse representation)...
2015-06-08, 15:23:14 done!
Calculating InfoGain on the training set's features
===================================================
> Character count 1.000000
> Average characters per word 1.000000
> POS-Tags{POS} 1.000000
> Top-Letter-bigrams{ha} 0.810700
> POS-Bigrams{(POS)-(NN)} 0.810700
> Top-Letter-bigrams{ki} 0.727305
> Word-Lengths{9} 0.689392
> POS-Bigrams{(NN)-(POS)} 0.689392
> Top-Letter-trigrams{sys} 0.628768
> Top-Letter-trigrams{req} 0.628768
> Words{system} 0.628768
> Letters{c} 0.591821
> Letters{k} 0.591821
> Top-Letter-trigrams{ake} 0.591821
> Top-Letter-trigrams{hap} 0.591821
> POS-Tags{:} 0.591821
> POS-Tags{PRP} 0.591821
> POS-Bigrams{(VBD)-(VBG)} 0.591821
> Top-Letter-trigrams{ash} 0.536413
> Top-Letter-trigrams{kin} 0.522102
> Top-Letter-trigrams{tem} 0.514864
> Top-Letter-trigrams{ati} 0.514864
> Word-Lengths{4} 0.514864
> Function-Words{his} 0.514864
> POS-Bigrams{(VBZ)-(VBN)} 0.514864
> Words{his} 0.514864
> Top-Letter-trigrams{oth} 0.514864
> Top-Letter-trigrams{eth} 0.514864
> Letters Percentage 0.514864
> Function-Words{but} 0.514864
> POS-Bigrams{(RB)-(IN)} 0.514864
> POS-Trigrams{(VBZ)-(VBN)-(IN)} 0.514864
> Words{but} 0.514864
> Letters{q} 0.508726
> Top-Letter-bigrams{mi} 0.508726
> Top-Letter-bigrams{at} 0.508726
> Top-Letter-bigrams{pm} 0.508726
> Top-Letter-bigrams{ak} 0.508726
> Top-Letter-bigrams{eq} 0.508726
> Top-Letter-bigrams{qu} 0.508726
> Top-Letter-bigrams{wr} 0.508726
> Top-Letter-trigrams{her} 0.508726
> Top-Letter-trigrams{equ} 0.508726
> Top-Letter-trigrams{pme} 0.508726
> Top-Letter-trigrams{had} 0.508726
> Top-Letter-trigrams{got} 0.508726
> Function-Words{had} 0.508726
> POS-Tags{VBD} 0.508726
> POS-Tags{VBN} 0.508726
> POS-Tags{RB} 0.508726
> POS-Tags{RP} 0.508726
> POS-Trigrams{(RB)-(RB)-(JJ)} 0.508726
> POS-Trigrams{(NN)-(POS)-(NN)} 0.508726
> Words{had} 0.508726
> Top-Letter-bigrams{wn} 0.480572
> Top-Letter-trigrams{own} 0.480572
> Letters{i} 0.435785
> Letters{e} 0.435785
> Top-Letter-bigrams{es} 0.435785
> Top-Letter-bigrams{po} 0.435785
> Top-Letter-bigrams{ti} 0.435785
> Top-Letter-bigrams{nt} 0.435785
> Top-Letter-bigrams{se} 0.435785
> Top-Letter-bigrams{ee} 0.435785
> Top-Letter-bigrams{ok} 0.435785
> Top-Letter-bigrams{ik} 0.435785
> Top-Letter-trigrams{rov} 0.435785
> Top-Letter-trigrams{bil} 0.435785
> Top-Letter-trigrams{xim} 0.435785
> Top-Letter-trigrams{uip} 0.435785
> Top-Letter-trigrams{day} 0.435785
> Function-Words{we} 0.435785
> Function-Words{down} 0.435785
> POS-Bigrams{(NN)-(VBZ)} 0.435785
> POS-Bigrams{(NN)-(NN)} 0.435785
> POS-Bigrams{(VBD)-(RB)} 0.435785
> POS-Trigrams{(NN)-(NN)-(DT)} 0.435785
> Words{we} 0.435785
> Words{down} 0.435785
> Words{got} 0.435785
> Letters{p} 0.424814
> Top-Letter-bigrams{au} 0.424814
> Top-Letter-bigrams{oo} 0.424814
> Top-Letter-bigrams{ho} 0.424814
> Top-Letter-bigrams{ay} 0.424814
> Top-Letter-trigrams{yst} 0.424814
> Top-Letter-trigrams{tio} 0.424814
> Top-Letter-trigrams{ser} 0.424814
> Top-Letter-trigrams{was} 0.424814
> Function-Words{was} 0.424814
> POS-Bigrams{(NN)-(NNS)} 0.424814
> POS-Trigrams{(NN)-(VBZ)-(VBN)} 0.424814
> POS-Trigrams{(NN)-(NN)-(VBZ)} 0.424814
> Words{was} 0.424814
> Letters{m} 0.408327
> Top-Letter-bigrams{te} 0.408327
> Top-Letter-bigrams{ke} 0.408327
> Top-Letter-bigrams{go} 0.408327
> Top-Letter-bigrams{ny} 0.408327
> Top-Letter-trigrams{but} 0.408327
> Top-Letter-trigrams{who} 0.408327
> Top-Letter-trigrams{ppe} 0.408327
> POS-Bigrams{(NN)-(PRP)} 0.408327
> POS-Bigrams{(RB)-(RB)} 0.408327
> POS-Bigrams{(PRP)-(VBD)} 0.408327
> POS-Bigrams{(NN)-(:)} 0.408327
> Top-Letter-bigrams{ys} 0.370507
> Top-Letter-bigrams{pr} 0.370507
> Top-Letter-bigrams{ui} 0.370507
> Top-Letter-bigrams{io} 0.370507
> Top-Letter-bigrams{on} 0.370507
> Top-Letter-bigrams{ot} 0.370507
> Top-Letter-bigrams{yt} 0.370507
> Top-Letter-bigrams{sn} 0.370507
> Top-Letter-trigrams{ovi} 0.370507
> Top-Letter-trigrams{pow} 0.370507
> Top-Letter-trigrams{ion} 0.370507
> Top-Letter-trigrams{con} 0.370507
> Top-Letter-trigrams{omp} 0.370507
> Top-Letter-trigrams{mum} 0.370507
> Top-Letter-trigrams{aut} 0.370507
> Top-Letter-trigrams{ipm} 0.370507
> Top-Letter-trigrams{lik} 0.370507
> Top-Letter-trigrams{ike} 0.370507
> Top-Letter-trigrams{ery} 0.370507
> Top-Letter-trigrams{hos} 0.370507
> Function-Words{the} 0.370507
> Function-Words{out} 0.370507
> POS-Bigrams{(RB)-(CC)} 0.370507
> POS-Bigrams{(POS)-(JJ)} 0.370507
> POS-Trigrams{(JJ)-(NN)-(NN)} 0.370507
> POS-Trigrams{(NN)-(PRP)-(VBD)} 0.370507
> POS-Trigrams{(POS)-(JJ)-(NN)} 0.370507
> POS-Trigrams{(NN)-(NN)-(POS)} 0.370507
> Words{the} 0.370507
> Words{power} 0.370507
> Words{out} 0.370507
> Words{equipment} 0.370507
> Words{radar} 0.370507
> Words{day} 0.370507
> Top-Letter-trigrams{oma} 0.362880
> Top-Letter-bigrams{ic} 0.349442
> Top-Letter-bigrams{sy} 0.349442
> Top-Letter-bigrams{ct} 0.349442
> Top-Letter-bigrams{my} 0.349442
> Top-Letter-trigrams{pro} 0.349442
> Top-Letter-trigrams{wor} 0.349442
> Top-Letter-trigrams{nte} 0.349442
> Function-Words{up} 0.349442
> POS-Bigrams{(CC)-(PRP)} 0.349442
> POS-Trigrams{(IN)-(PRP)-(VBD)} 0.349442
> POS-Trigrams{(DT)-(NN)-(PRP)} 0.349442
> Words{up} 0.349442
> Word-Bigrams{(to)-(the)} 0.349442
> Top-Letter-trigrams{isi} 0.332809
> Letters{w} 0.325683
> Top-Letter-bigrams{ng} 0.325683
> Top-Letter-trigrams{vid} 0.325683
> Top-Letter-trigrams{rat} 0.325683
> Top-Letter-trigrams{ire} 0.325683
> Top-Letter-trigrams{any} 0.325683
> Top-Letter-trigrams{onl} 0.325683
> Top-Letter-trigrams{nly} 0.325683
> Digits{9} 0.325683
> Function-Words{there} 0.325683
> POS-Tags{NN} 0.325683
> POS-Bigrams{(JJ)-(NN)} 0.325683
> POS-Trigrams{(VBN)-(IN)-(DT)} 0.325683
> POS-Trigrams{(CC)-(NN)-(NNS)} 0.325683
> Words{there} 0.325683
> Letters{n} 0.311278
> Top-Letter-bigrams{as} 0.311278
> Top-Letter-bigrams{la} 0.311278
> Top-Letter-bigrams{eo} 0.311278
> Top-Letter-bigrams{gg} 0.311278
> Top-Letter-trigrams{ili} 0.311278
> Top-Letter-trigrams{ect} 0.311278
> Top-Letter-trigrams{net} 0.311278
> Top-Letter-trigrams{ate} 0.311278
> Top-Letter-trigrams{ere} 0.311278
> Top-Letter-trigrams{hat} 0.311278
> Top-Letter-trigrams{unc} 0.311278
> Top-Letter-trigrams{eap} 0.311278
> Top-Letter-trigrams{apo} 0.311278
> Top-Letter-trigrams{rad} 0.311278
> Top-Letter-trigrams{som} 0.311278
> Top-Letter-trigrams{tog} 0.311278
> Top-Letter-trigrams{ago} 0.311278
> Top-Letter-trigrams{wis} 0.311278
> Top-Letter-trigrams{yth} 0.311278
> Top-Letter-trigrams{rtu} 0.311278
> Word-Lengths{8} 0.311278
> Word-Lengths{11} 0.311278
> Function-Words{like} 0.311278
> Function-Words{never} 0.311278
> POS-Tags{DT} 0.311278
> POS-Tags{$} 0.311278
> POS-Bigrams{(NN)-(DT)} 0.311278
> POS-Bigrams{(TO)-(DT)} 0.311278
> POS-Bigrams{(VBD)-(DT)} 0.311278
> POS-Bigrams{(PRP$)-(NN)} 0.311278
> POS-Bigrams{(PRP)-(VBP)} 0.311278
> POS-Bigrams{(NN)-($)} 0.311278
> POS-Bigrams{(WP)-(VBD)} 0.311278
> POS-Trigrams{(NN)-(NN)-(NN)} 0.311278
> POS-Trigrams{(NN)-(JJ)-(NN)} 0.311278
> POS-Trigrams{(NN)-(NNS)-(VBP)} 0.311278
> POS-Trigrams{(NN)-(POS)-(JJ)} 0.311278
> POS-Trigrams{(IN)-(NN)-(:)} 0.311278
> POS-Trigrams{(RP)-(IN)-(DT)} 0.311278
> Words{provide} 0.311278
> Words{frequency} 0.311278
> Words{like} 0.311278
> Words{never} 0.311278
> Words{own} 0.311278
> Letters{g} 0.284527
> Top-Letter-bigrams{co} 0.284527
> Top-Letter-bigrams{ks} 0.284527
> Top-Letter-bigrams{ib} 0.284527
> Top-Letter-trigrams{per} 0.284527
> Top-Letter-trigrams{ing} 0.284527
> Top-Letter-trigrams{nen} 0.284527
> Top-Letter-trigrams{cts} 0.284527
> Top-Letter-trigrams{sed} 0.284527
> Top-Letter-trigrams{nsi} 0.284527
> Top-Letter-trigrams{qui} 0.284527
> Top-Letter-trigrams{uir} 0.284527
> Function-Words{he} 0.284527
> Function-Words{many} 0.284527
> POS-Tags{VBG} 0.284527
> POS-Tags{WP} 0.284527
> POS-Bigrams{(VBD)-(VBN)} 0.284527
> POS-Bigrams{(VBD)-(RP)} 0.284527
> POS-Trigrams{(DT)-(NN)-(VBZ)} 0.284527
> POS-Trigrams{(DT)-(NN)-(NN)} 0.284527
> POS-Trigrams{(NN)-(NN)-(NNS)} 0.284527
> POS-Trigrams{(VBN)-(TO)-(DT)} 0.284527
> Words{he} 0.284527
> Words{many} 0.284527
> Top-Letter-bigrams{bi} 0.257831
> Top-Letter-bigrams{va} 0.257831
> Top-Letter-bigrams{ev} 0.257831
> Top-Letter-bigrams{ey} 0.257831
> Top-Letter-trigrams{tha} 0.257831
> Top-Letter-trigrams{nta} 0.257831
> Top-Letter-trigrams{ome} 0.257831
> Top-Letter-trigrams{ook} 0.257831
> Top-Letter-trigrams{tak} 0.257831
> Top-Letter-trigrams{lif} 0.257831
> Function-Words{an} 0.257831
> POS-Bigrams{(NN)-(VBD)} 0.257831
> POS-Bigrams{(VBN)-(IN)} 0.257831
> POS-Bigrams{(IN)-(PRP)} 0.257831
> POS-Bigrams{(RB)-(PRP)} 0.257831
> POS-Trigrams{(TO)-(DT)-(NN)} 0.257831
> POS-Trigrams{(VBD)-(VBN)-(IN)} 0.257831
> POS-Trigrams{(RB)-(RB)-(IN)} 0.257831
> Words{an} 0.257831
> Letters{b} 0.256981
> Top-Letter-bigrams{ss} 0.256981
> Top-Letter-bigrams{ta} 0.256981
> Top-Letter-bigrams{wo} 0.256981
> Top-Letter-bigrams{en} 0.256981
> Top-Letter-bigrams{so} 0.256981
> Top-Letter-bigrams{no} 0.256981
> Top-Letter-bigrams{fu} 0.256981
> Top-Letter-bigrams{cy} 0.256981
> Top-Letter-bigrams{nm} 0.256981
> Top-Letter-bigrams{ue} 0.256981
> Top-Letter-bigrams{yb} 0.256981
> Top-Letter-trigrams{abi} 0.256981
> Top-Letter-trigrams{hin} 0.256981
> Top-Letter-trigrams{mai} 0.256981
> Top-Letter-trigrams{ain} 0.256981
> Top-Letter-trigrams{pon} 0.256981
> Top-Letter-trigrams{ent} 0.256981
> Top-Letter-trigrams{tal} 0.256981
> Top-Letter-trigrams{tai} 0.256981
> Top-Letter-trigrams{men} 0.256981
> Top-Letter-trigrams{oxi} 0.256981
> Top-Letter-trigrams{ens} 0.256981
> Top-Letter-trigrams{rec} 0.256981
> Top-Letter-trigrams{tes} 0.256981
> Top-Letter-trigrams{pos} 0.256981
> Top-Letter-trigrams{max} 0.256981
> Top-Letter-trigrams{nme} 0.256981
> Top-Letter-trigrams{uto} 0.256981
> Top-Letter-trigrams{def} 0.256981
> Top-Letter-trigrams{uen} 0.256981
> Top-Letter-trigrams{ada} 0.256981
> Top-Letter-trigrams{dar} 0.256981
> Top-Letter-trigrams{wri} 0.256981
> Top-Letter-trigrams{eem} 0.256981
> Top-Letter-trigrams{oke} 0.256981
> Top-Letter-trigrams{ats} 0.256981
> Top-Letter-trigrams{hol} 0.256981
> Top-Letter-trigrams{old} 0.256981
> Top-Letter-trigrams{tch} 0.256981
> Top-Letter-trigrams{agi} 0.256981
> Top-Letter-trigrams{das} 0.256981
> Digits{0} 0.256981
> Function-Words{on} 0.256981
> Function-Words{get} 0.256981
> Function-Words{still} 0.256981
> POS-Bigrams{(NN)-(RB)} 0.256981
> POS-Bigrams{(RB)-(JJ)} 0.256981
> POS-Bigrams{(RB)-(VBD)} 0.256981
> POS-Bigrams{(VBD)-(PRP$)} 0.256981
> POS-Bigrams{(NN)-(WP)} 0.256981
> POS-Trigrams{(NNS)-(IN)-(DT)} 0.256981
> POS-Trigrams{(VBN)-(NN)-(NN)} 0.256981
> POS-Trigrams{(NN)-(CC)-(NN)} 0.256981
> POS-Trigrams{(VBZ)-(RB)-(VBN)} 0.256981
> POS-Trigrams{(PRP)-(VBD)-(VBG)} 0.256981
> POS-Trigrams{(VBD)-(RB)-(RB)} 0.256981
> POS-Trigrams{(VBD)-(VBN)-(VBG)} 0.256981
> POS-Trigrams{(NNS)-(RB)-(RB)} 0.256981
> POS-Trigrams{(IN)-(NN)-(POS)} 0.256981
> POS-Trigrams{(NNS)-(RB)-(IN)} 0.256981
> Words{components} 0.256981
> Words{on} 0.256981
> Words{capable} 0.256981
> Words{maximum} 0.256981
> Words{weapon} 0.256981
> Words{happened} 0.256981
> Words{together} 0.256981
> Words{get} 0.256981
> Words{still} 0.256981
> Word-Bigrams{(system)-(the)} 0.256981
> Word-Bigrams{(capable)-(of)} 0.256981
> Word-Bigrams{(used)-(in)} 0.256981
> Word-Bigrams{(weapon)-(system)} 0.256981
> Word-Bigrams{(the)-(weapon)} 0.256981
> Word-Bigrams{(had)-(been)} 0.256981
> Word-Bigrams{(it)-(was)} 0.256981
> Word-Trigrams{(the)-(weapon)-(system)} 0.256981
> Top-Letter-bigrams{xi} 0.250405
> Top-Letter-bigrams{kn} 0.250405
> Top-Letter-trigrams{way} 0.250405
> Top-Letter-trigrams{uti} 0.250405
> Function-Words{that} 0.250405
> POS-Tags{EX} 0.250405
> POS-Bigrams{(VB)-(PRP)} 0.250405
> POS-Trigrams{(NNS)-(VBP)-(VBN)} 0.250405
> Words{that} 0.250405
> Top-Letter-trigrams{app} 0.227698
> Top-Letter-trigrams{mor} 0.227698
> Top-Letter-trigrams{ctr} 0.227698
> Top-Letter-trigrams{pab} 0.227698
> Top-Letter-trigrams{imu} 0.227698
> Top-Letter-trigrams{ena} 0.227698
> Top-Letter-trigrams{uce} 0.227698
> Top-Letter-trigrams{ype} 0.227698
> Top-Letter-trigrams{ano} 0.227698
> Top-Letter-trigrams{try} 0.227698
> POS-Bigrams{(IN)-(PRP$)} 0.227698
> POS-Trigrams{(VBZ)-(VBN)-(TO)} 0.227698
> POS-Trigrams{(JJ)-(NNS)-(NN)} 0.227698
> Words{required} 0.227698
> Top-Letter-bigrams{ox} 0.206799
> Top-Letter-bigrams{yc} 0.206799
> Top-Letter-bigrams{aw} 0.206799
> Top-Letter-bigrams{ip} 0.206799
> Top-Letter-bigrams{oy} 0.206799
> Top-Letter-bigrams{dn} 0.206799
> Top-Letter-bigrams{nr} 0.206799
> Top-Letter-trigrams{owe} 0.206799
> Top-Letter-trigrams{ope} 0.206799
> Top-Letter-trigrams{bul} 0.206799
> Top-Letter-trigrams{ont} 0.206799
> Top-Letter-trigrams{tro} 0.206799
> Top-Letter-trigrams{ari} 0.206799
> Top-Letter-trigrams{rox} 0.206799
> Top-Letter-trigrams{mat} 0.206799
> Top-Letter-trigrams{een} 0.206799
> Top-Letter-trigrams{rem} 0.206799
> Top-Letter-trigrams{ame} 0.206799
> Top-Letter-trigrams{ffe} 0.206799
> Top-Letter-trigrams{ete} 0.206799
> Top-Letter-trigrams{min} 0.206799
> Top-Letter-trigrams{ity} 0.206799
> Top-Letter-trigrams{rog} 0.206799
> Top-Letter-trigrams{cyc} 0.206799
> Top-Letter-trigrams{ycl} 0.206799
> Top-Letter-trigrams{che} 0.206799
> Top-Letter-trigrams{env} 0.206799
> Top-Letter-trigrams{onm} 0.206799
> Top-Letter-trigrams{anc} 0.206799
> Top-Letter-trigrams{lau} 0.206799
> Top-Letter-trigrams{que} 0.206799
> Top-Letter-trigrams{arn} 0.206799
> Top-Letter-trigrams{nna} 0.206799
> Top-Letter-trigrams{ift} 0.206799
> Top-Letter-trigrams{jet} 0.206799
> Top-Letter-trigrams{peo} 0.206799
> Top-Letter-trigrams{eop} 0.206799
> Top-Letter-trigrams{opl} 0.206799
> Top-Letter-trigrams{ror} 0.206799
> Top-Letter-trigrams{olk} 0.206799
> Top-Letter-trigrams{wro} 0.206799
> Top-Letter-trigrams{san} 0.206799
> Top-Letter-trigrams{gge} 0.206799
> Top-Letter-trigrams{epi} 0.206799
> Top-Letter-trigrams{mem} 0.206799
> Top-Letter-trigrams{gon} 0.206799
> Top-Letter-trigrams{ybo} 0.206799
> Top-Letter-trigrams{opp} 0.206799
> Function-Words{some} 0.206799
> Function-Words{who} 0.206799
> Function-Words{my} 0.206799
> Function-Words{others} 0.206799
> Function-Words{those} 0.206799
> POS-Bigrams{(VBN)-(TO)} 0.206799
> POS-Bigrams{(VBD)-(TO)} 0.206799
> POS-Bigrams{(CC)-(VBN)} 0.206799
> POS-Bigrams{(IN)-(RB)} 0.206799
> POS-Bigrams{(NNS)-(RB)} 0.206799
> POS-Bigrams{(PRP)-(RB)} 0.206799
> POS-Bigrams{(JJ)-(PRP)} 0.206799
> POS-Bigrams{(DT)-(VBD)} 0.206799
> POS-Bigrams{(:)-(DT)} 0.206799
> POS-Bigrams{(:)-(NN)} 0.206799
> POS-Bigrams{(DT)-(NNP)} 0.206799
> POS-Bigrams{(RP)-(CC)} 0.206799
> POS-Bigrams{(IN)-(VBZ)} 0.206799
> POS-Trigrams{(DT)-(NN)-(JJ)} 0.206799
> POS-Trigrams{(JJ)-(NN)-(VBZ)} 0.206799
> POS-Trigrams{(DT)-(NN)-(CC)} 0.206799
> POS-Trigrams{(NN)-(NNS)-(IN)} 0.206799
> POS-Trigrams{(NNS)-(NN)-(NNS)} 0.206799
> POS-Trigrams{(NN)-(VBD)-(RB)} 0.206799
> POS-Trigrams{(VBD)-(DT)-(NN)} 0.206799
> POS-Trigrams{(NN)-(NN)-($)} 0.206799
> POS-Trigrams{(PRP)-(VBD)-(DT)} 0.206799
> POS-Trigrams{(RB)-(CC)-(RB)} 0.206799
> POS-Trigrams{(TO)-(VB)-(CC)} 0.206799
> POS-Trigrams{(POS)-(NN)-(NN)} 0.206799
> POS-Trigrams{(NN)-(:)-(DT)} 0.206799
> POS-Trigrams{(DT)-(NN)-(POS)} 0.206799
> POS-Trigrams{(PRP)-(VBD)-(RB)} 0.206799
> POS-Trigrams{(RB)-(IN)-(PRP)} 0.206799
> POS-Trigrams{(POS)-(NN)-(IN)} 0.206799
> POS-Trigrams{(IN)-(DT)-(NNP)} 0.206799
> POS-Trigrams{(VB)-(VBN)-(RB)} 0.206799
> Words{provides} 0.206799
> Words{electronic} 0.206799
> Words{installed} 0.206799
> Words{complete} 0.206799
> Words{operating} 0.206799
> Words{check} 0.206799
> Words{maintain} 0.206799
> Words{support} 0.206799
> Words{systems} 0.206799
> Words{some} 0.206799
> Words{who} 0.206799
> Words{people} 0.206799
> Words{my} 0.206799
> Words{others} 0.206799
> Words{those} 0.206799
> Word-Bigrams{(the)-(missile)} 0.206799
> Word-Bigrams{(and)-(the)} 0.206799
> Word-Bigrams{(is)-(used)} 0.206799
> Word-Bigrams{(may)-(be)} 0.206799
> Word-Bigrams{(to)-(be)} 0.206799
> Word-Bigrams{(the)-(end)} 0.206799
> Word-Bigrams{(have)-(to)} 0.206799
> Word-Bigrams{(the)-(time)} 0.206799
> Word-Bigrams{(but)-(the)} 0.206799
> Word-Bigrams{(not)-(to)} 0.206799
> Word-Bigrams{(of)-(his)} 0.206799
> Word-Bigrams{(a)-(long)} 0.206799
> POS-Bigrams{(RB)-(TO)} 0.200639
> Top-Letter-trigrams{dow} 0.200639
> Top-Letter-trigrams{sib} 0.200639
> Top-Letter-trigrams{erc} 0.200639
> Top-Letter-trigrams{loo} 0.200639
> Top-Letter-trigrams{you} 0.200639
> POS-Trigrams{(NN)-(NN)-(VBP)} 0.200639
> POS-Trigrams{(JJ)-(IN)-(NN)} 0.200639
> POS-Bigrams{(DT)-(VBN)} 0.189959
> POS-Trigrams{(NN)-(RB)-(RB)} 0.189959
> Top-Letter-trigrams{var} 0.177504
> Top-Letter-trigrams{oge} 0.177504
> Top-Letter-trigrams{mak} 0.177504
> Top-Letter-trigrams{rki} 0.177504
> Top-Letter-trigrams{avi} 0.177504
> Function-Words{way} 0.177504
> Function-Words{over} 0.177504
> POS-Trigrams{(VBD)-(IN)-(NN)} 0.177504
> Words{come} 0.177504
> Words{way} 0.177504
> Words{over} 0.177504
> Word-Bigrams{(to)-(a)} 0.177504
> Top-Letter-bigrams{iz} 0.160112
> Top-Letter-bigrams{aj} 0.160112
> Top-Letter-bigrams{dm} 0.160112
> Top-Letter-bigrams{sw} 0.160112
> Top-Letter-trigrams{mpo} 0.160112
> Top-Letter-trigrams{ppl} 0.160112
> Top-Letter-trigrams{uat} 0.160112
> Top-Letter-trigrams{iab} 0.160112
> Top-Letter-trigrams{apa} 0.160112
> Top-Letter-trigrams{rcu} 0.160112
> Top-Letter-trigrams{siv} 0.160112
> Top-Letter-trigrams{lia} 0.160112
> Top-Letter-trigrams{fly} 0.160112
> Top-Letter-trigrams{hei} 0.160112
> Top-Letter-trigrams{eir} 0.160112
> Top-Letter-trigrams{gni} 0.160112
> Top-Letter-trigrams{bea} 0.160112
> Top-Letter-trigrams{lua} 0.160112
> Top-Letter-trigrams{ncy} 0.160112
> Top-Letter-trigrams{mpr} 0.160112
> Top-Letter-trigrams{det} 0.160112
> Top-Letter-trigrams{too} 0.160112
> Top-Letter-trigrams{lfu} 0.160112
> Top-Letter-trigrams{pto} 0.160112
> Top-Letter-trigrams{urc} 0.160112
> Top-Letter-trigrams{dam} 0.160112
> Top-Letter-trigrams{rim} 0.160112
> Top-Letter-trigrams{ann} 0.160112
> Top-Letter-trigrams{hal} 0.160112
> Top-Letter-trigrams{beg} 0.160112
> Top-Letter-trigrams{soo} 0.160112
> Top-Letter-trigrams{oon} 0.160112
> Top-Letter-trigrams{hai} 0.160112
> Top-Letter-trigrams{nig} 0.160112
> Top-Letter-trigrams{leg} 0.160112
> Top-Letter-trigrams{wan} 0.160112
> Top-Letter-trigrams{vit} 0.160112
> Top-Letter-trigrams{tay} 0.160112
> Top-Letter-trigrams{ayi} 0.160112
> Top-Letter-trigrams{gar} 0.160112
> Top-Letter-trigrams{rsi} 0.160112
> Top-Letter-trigrams{adm} 0.160112
> Top-Letter-trigrams{smo} 0.160112
> Top-Letter-trigrams{wen} 0.160112
> Top-Letter-trigrams{don} 0.160112
> Top-Letter-trigrams{ugg} 0.160112
> Top-Letter-trigrams{egi} 0.160112
> Top-Letter-trigrams{ows} 0.160112
> Top-Letter-trigrams{pub} 0.160112
> Top-Letter-trigrams{ung} 0.160112
> Top-Letter-trigrams{big} 0.160112
> Top-Letter-trigrams{ayb} 0.160112
> Top-Letter-trigrams{ybe} 0.160112
> Top-Letter-trigrams{mac} 0.160112
> Top-Letter-trigrams{ryb} 0.160112
> Top-Letter-trigrams{fts} 0.160112
> Top-Letter-trigrams{erw} 0.160112
> Top-Letter-trigrams{rwi} 0.160112
> Top-Letter-trigrams{ils} 0.160112
> Top-Letter-trigrams{unf} 0.160112
> Top-Letter-trigrams{soc} 0.160112
> Top-Letter-trigrams{oci} 0.160112
> Top-Letter-trigrams{yon} 0.160112
> Top-Letter-trigrams{hno} 0.160112
> Top-Letter-trigrams{nyt} 0.160112
> Top-Letter-trigrams{dus} 0.160112
> Top-Letter-trigrams{ffl} 0.160112
> Top-Letter-trigrams{hoi} 0.160112
> Two-Digit-Numbers{30} 0.160112
> Two-Digit-Numbers{19} 0.160112
> Two-Digit-Numbers{17} 0.160112
> Function-Words{their} 0.160112
> Function-Words{upon} 0.160112
> Function-Words{other} 0.160112
> Function-Words{away} 0.160112
> Function-Words{soon} 0.160112
> Function-Words{having} 0.160112
> Function-Words{something} 0.160112
> Function-Words{front} 0.160112
> Function-Words{every} 0.160112
> Function-Words{whose} 0.160112
> Function-Words{nothing} 0.160112
> Function-Words{maybe} 0.160112
> Function-Words{though} 0.160112
> Function-Words{everybody} 0.160112
> Function-Words{otherwise} 0.160112
> Function-Words{c} 0.160112
> Function-Words{it's} 0.160112
> Function-Words{anything} 0.160112
> POS-Tags{WP$} 0.160112
> POS-Bigrams{(VBD)-(JJ)} 0.160112
> POS-Bigrams{(CC)-(VBD)} 0.160112
> POS-Bigrams{(VB)-(RP)} 0.160112
> POS-Bigrams{(VBZ)-(TO)} 0.160112
> POS-Bigrams{($)-(PRP)} 0.160112
> POS-Bigrams{(VBD)-(PRP)} 0.160112
> POS-Bigrams{(CC)-(FW)} 0.160112
> POS-Bigrams{(FW)-(MD)} 0.160112
> POS-Bigrams{(FW)-(VBP)} 0.160112
> POS-Bigrams{(VBG)-(RP)} 0.160112
> POS-Bigrams{(EX)-(VBD)} 0.160112
> POS-Bigrams{(CD)-(POS)} 0.160112
> POS-Bigrams{(VBD)-(NNS)} 0.160112
> POS-Bigrams{(:)-(PRP)} 0.160112
> POS-Bigrams{(WP)-(PRP)} 0.160112
> POS-Bigrams{(VB)-(:)} 0.160112
> POS-Bigrams{(WP)-(RB)} 0.160112
> POS-Bigrams{(IN)-(EX)} 0.160112
> POS-Trigrams{(NN)-(VBP)-(NN)} 0.160112
> POS-Trigrams{(VBN)-(IN)-(JJ)} 0.160112
> POS-Trigrams{(NN)-(NN)-(TO)} 0.160112
> POS-Trigrams{(DT)-(VBG)-(NN)} 0.160112
> POS-Trigrams{(CC)-(NN)-(DT)} 0.160112
> POS-Trigrams{(NN)-(NNS)-(DT)} 0.160112
> POS-Trigrams{(VBZ)-(VBN)-(CC)} 0.160112
> POS-Trigrams{(JJ)-(NNS)-(VBN)} 0.160112
> POS-Trigrams{(DT)-(JJ)-(CC)} 0.160112
> POS-Trigrams{(VBP)-(VBN)-(VBN)} 0.160112
> POS-Trigrams{(VBD)-(DT)-(JJ)} 0.160112
> POS-Trigrams{(NN)-($)-(PRP)} 0.160112
> POS-Trigrams{(DT)-(NN)-($)} 0.160112
> POS-Trigrams{(NN)-(CC)-(FW)} 0.160112
> POS-Trigrams{(JJ)-(CC)-(RB)} 0.160112
> POS-Trigrams{(PRP)-(VBD)-(IN)} 0.160112
> POS-Trigrams{(VBD)-(RB)-(VBG)} 0.160112
> POS-Trigrams{(NN)-(PRP)-(VBP)} 0.160112
> POS-Trigrams{(PRP)-(IN)-(NN)} 0.160112
> POS-Trigrams{(JJ)-(NNS)-(VBD)} 0.160112
> POS-Trigrams{(JJ)-(CC)-(IN)} 0.160112
> POS-Trigrams{(PRP$)-(NN)-(VBD)} 0.160112
> POS-Trigrams{(PRP)-(VBD)-(VBN)} 0.160112
> POS-Trigrams{(:)-(DT)-(NN)} 0.160112
> POS-Trigrams{(RB)-(RB)-(PRP)} 0.160112
> POS-Trigrams{(RB)-(PRP)-(VBZ)} 0.160112
> POS-Trigrams{(CC)-(RB)-(RB)} 0.160112
> POS-Trigrams{(CC)-(PRP)-(VBD)} 0.160112
> POS-Trigrams{(NN)-(CC)-(PRP)} 0.160112
> POS-Trigrams{(VBD)-(RP)-(DT)} 0.160112
> POS-Trigrams{(DT)-(NN)-(:)} 0.160112
> POS-Trigrams{(NN)-(VBD)-(VBG)} 0.160112
> POS-Trigrams{(VBG)-(RB)-(IN)} 0.160112
> POS-Trigrams{(IN)-(VBG)-(IN)} 0.160112
> POS-Trigrams{(JJ)-(NN)-(:)} 0.160112
> POS-Trigrams{(VB)-(VBN)-(RP)} 0.160112
> POS-Trigrams{(CC)-(PRP)-(VBP)} 0.160112
> POS-Trigrams{(NN)-(WP)-(VBD)} 0.160112
> POS-Trigrams{(NN)-(VBD)-(PRP$)} 0.160112
> Words{control} 0.160112
> Words{electrical} 0.160112
> Words{servo} 0.160112
> Words{small} 0.160112
> Words{temperature} 0.160112
> Words{ground} 0.160112
> Words{environment} 0.160112
> Words{launcher} 0.160112
> Words{assembly} 0.160112
> Words{their} 0.160112
> Words{performance} 0.160112
> Words{minimum} 0.160112
> Words{capabilities} 0.160112
> Words{present} 0.160112
> Words{testing} 0.160112
> Words{shown} 0.160112
> Words{installation} 0.160112
> Words{periodic} 0.160112
> Words{intervals} 0.160112
> Words{serve} 0.160112
> Words{ready} 0.160112
> Words{status} 0.160112
> Words{precautions} 0.160112
> Words{upon} 0.160112
> Words{radiation} 0.160112
> Words{produced} 0.160112
> Words{microwave} 0.160112
> Words{divided} 0.160112
> Words{result} 0.160112
> Words{warning} 0.160112
> Words{other} 0.160112
> Words{mobile} 0.160112
> Words{farina's} 0.160112
> Words{farina} 0.160112
> Words{literary} 0.160112
> Words{character} 0.160112
> Words{away} 0.160112
> Words{soon} 0.160112
> Words{group} 0.160112
> Words{things} 0.160112
> Words{having} 0.160112
> Words{happening} 0.160112
> Words{thought} 0.160112
> Words{something} 0.160112
> Words{meant} 0.160112
> Words{front} 0.160112
> Words{every} 0.160112
> Words{went} 0.160112
> Words{whose} 0.160112
> Words{novel} 0.160112
> Words{nothing} 0.160112
> Words{take} 0.160112
> Words{big} 0.160112
> Words{live} 0.160112
> Words{maybe} 0.160112
> Words{remember} 0.160112
> Words{attention} 0.160112
> Words{seems} 0.160112
> Words{though} 0.160112
> Words{everybody} 0.160112
> Words{think} 0.160112
> Words{otherwise} 0.160112
> Words{c} 0.160112
> Words{it's} 0.160112
> Words{anything} 0.160112
> Words{able} 0.160112
> Words{put} 0.160112
> Words{happen} 0.160112
> Words{airlift} 0.160112
> Words{mats} 0.160112
> Words{c-124} 0.160112
> Words{cable} 0.160112
> Words{dash} 0.160112
> Word-Bigrams{(hydraulic)-(system)} 0.160112
> Word-Bigrams{(in)-(turn)} 0.160112
> Word-Bigrams{(the)-(main)} 0.160112
> Word-Bigrams{(as)-(an)} 0.160112
> Word-Bigrams{(the)-(maximum)} 0.160112
> Word-Bigrams{(required)-(to)} 0.160112
> Word-Bigrams{(system)-(is)} 0.160112
> Word-Bigrams{(and)-(maintenance)} 0.160112
> Word-Bigrams{(and)-(equipment)} 0.160112
> Word-Bigrams{(equipment)-(is)} 0.160112
> Word-Bigrams{(the)-(frequency)} 0.160112
> Word-Bigrams{(the)-(human)} 0.160112
> Word-Bigrams{(human)-(body)} 0.160112
> Word-Bigrams{(microwave)-(radiation)} 0.160112
> Word-Bigrams{(equipment)-(the)} 0.160112
> Word-Bigrams{(is)-(capable)} 0.160112
> Word-Bigrams{(a)-(while)} 0.160112
> Word-Bigrams{(of)-(that)} 0.160112
> Word-Bigrams{(may)-(have)} 0.160112
> Word-Bigrams{(the)-(day)} 0.160112
> Word-Bigrams{(able)-(to)} 0.160112
> Word-Bigrams{(the)-(loading)} 0.160112
> Word-Bigrams{(2)-(dash)} 0.160112
> Word-Bigrams{(the)-(trailer)} 0.160112
> Word-Trigrams{(of)-(the)-(missile)} 0.160112
> Word-Trigrams{(used)-(in)-(the)} 0.160112
> Word-Trigrams{(the)-(missile)-(and)} 0.160112
> Word-Trigrams{(in)-(the)-(weapon)} 0.160112
> Word-Trigrams{(the)-(human)-(body)} 0.160112
> Word-Trigrams{(is)-(capable)-(of)} 0.160112
> Word-Trigrams{(for)-(a)-(while)} 0.160112
> Misspelled-Words{it's} 0.160112
> Top-Letter-bigrams{tp} 0.116440
> Top-Letter-bigrams{ux} 0.116440
> Top-Letter-bigrams{hl} 0.116440
> Top-Letter-bigrams{zy} 0.116440
> Top-Letter-bigrams{ji} 0.116440
> Top-Letter-bigrams{lr} 0.116440
> Top-Letter-bigrams{ej} 0.116440
> Top-Letter-bigrams{ym} 0.116440
> Top-Letter-trigrams{utp} 0.116440
> Top-Letter-trigrams{tam} 0.116440
> Top-Letter-trigrams{wab} 0.116440
> Top-Letter-trigrams{isf} 0.116440
> Top-Letter-trigrams{sfa} 0.116440
> Top-Letter-trigrams{obt} 0.116440
> Top-Letter-trigrams{bta} 0.116440
> Top-Letter-trigrams{pil} 0.116440
> Top-Letter-trigrams{atl} 0.116440
> Top-Letter-trigrams{ibu} 0.116440
> Top-Letter-trigrams{deq} 0.116440
> Top-Letter-trigrams{lyi} 0.116440
> Top-Letter-trigrams{xer} 0.116440
> Top-Letter-trigrams{rpt} 0.116440
> Top-Letter-trigrams{tib} 0.116440
> Top-Letter-trigrams{ova} 0.116440
> Top-Letter-trigrams{ssf} 0.116440
> Top-Letter-trigrams{sfu} 0.116440
> Top-Letter-trigrams{gaz} 0.116440
> Top-Letter-trigrams{uts} 0.116440
> Top-Letter-trigrams{tsi} 0.116440
> Top-Letter-trigrams{ntu} 0.116440
> Top-Letter-trigrams{mys} 0.116440
> Top-Letter-trigrams{unr} 0.116440
> Top-Letter-trigrams{nre} 0.116440
> Top-Letter-trigrams{idn} 0.116440
> Top-Letter-trigrams{job} 0.116440
> Top-Letter-trigrams{apt} 0.116440
> Top-Letter-trigrams{cru} 0.116440
> Top-Letter-trigrams{hau} 0.116440
> Top-Letter-trigrams{ppa} 0.116440
> Top-Letter-trigrams{sty} 0.116440
> Top-Letter-trigrams{yar} 0.116440
> Top-Letter-trigrams{raz} 0.116440
> Top-Letter-trigrams{azy} 0.116440
> Top-Letter-trigrams{lks} 0.116440
> Top-Letter-trigrams{quo} 0.116440
> Top-Letter-trigrams{uot} 0.116440
> Top-Letter-trigrams{uis} 0.116440
> Top-Letter-trigrams{tun} 0.116440
> Top-Letter-trigrams{zen} 0.116440
> Top-Letter-trigrams{rug} 0.116440
> Top-Letter-trigrams{nyo} 0.116440
> Top-Letter-trigrams{iec} 0.116440
> Top-Letter-trigrams{ird} 0.116440
> Top-Letter-trigrams{alr} 0.116440
> Top-Letter-trigrams{lre} 0.116440
> Top-Letter-trigrams{emy} 0.116440
> Top-Letter-trigrams{hoe} 0.116440
> Top-Letter-trigrams{esn} 0.116440
> Top-Letter-trigrams{nem} 0.116440
> Top-Letter-trigrams{moo} 0.116440
> Top-Letter-trigrams{api} 0.116440
> Top-Letter-trigrams{atc} 0.116440
> Top-Letter-trigrams{eso} 0.116440
> Top-Letter-trigrams{igo} 0.116440
> Top-Letter-trigrams{yel} 0.116440
> Top-Letter-trigrams{etc} 0.116440
> Two-Digit-Numbers{40} 0.116440
> Two-Digit-Numbers{11} 0.116440
> Function-Words{outside} 0.116440
> Function-Words{sometimes} 0.116440
> Function-Words{already} 0.116440
> Function-Words{doesn't} 0.116440
> Function-Words{nor} 0.116440
> POS-Bigrams{(WDT)-(IN)} 0.116440
> POS-Bigrams{(VBZ)-(RBR)} 0.116440
> POS-Bigrams{(FW)-(RB)} 0.116440
> POS-Bigrams{(IN)-(VBD)} 0.116440
> POS-Bigrams{(NNS)-(RP)} 0.116440
> POS-Bigrams{(RB)-(FW)} 0.116440
> POS-Bigrams{(NN)-(PDT)} 0.116440
> POS-Bigrams{(CD)-(VBD)} 0.116440
> POS-Bigrams{(JJ)-(JJR)} 0.116440
> POS-Bigrams{(JJR)-(JJ)} 0.116440
> POS-Bigrams{(IN)-(VB)} 0.116440
> POS-Bigrams{(CD)-(PRP)} 0.116440
> POS-Bigrams{(JJ)-(VBP)} 0.116440
> POS-Bigrams{(VBZ)-(RP)} 0.116440
> POS-Bigrams{(JJS)-(TO)} 0.116440
> POS-Bigrams{(VB)-(POS)} 0.116440
> POS-Bigrams{(POS)-(VB)} 0.116440
> POS-Bigrams{(JJR)-(CC)} 0.116440
> POS-Trigrams{(WDT)-(IN)-(NN)} 0.116440
> POS-Trigrams{(NNS)-(VBN)-(TO)} 0.116440
> POS-Trigrams{(TO)-(VB)-(WRB)} 0.116440
> POS-Trigrams{(NNS)-(VBP)-(NN)} 0.116440
> POS-Trigrams{(JJ)-(CC)-(VBN)} 0.116440
> POS-Trigrams{(NNS)-(VBZ)-(JJ)} 0.116440
> POS-Trigrams{(NN)-(VBZ)-(RBR)} 0.116440
> POS-Trigrams{(NNS)-(IN)-(TO)} 0.116440
> POS-Trigrams{(VBN)-(JJ)-(NN)} 0.116440
> POS-Trigrams{(VBG)-(NN)-(MD)} 0.116440
> POS-Trigrams{(NNS)-(NNS)-(VBP)} 0.116440
> POS-Trigrams{(NN)-(NNS)-(VBG)} 0.116440
> POS-Trigrams{(NN)-(RB)-(VBZ)} 0.116440
> POS-Trigrams{(JJ)-(NN)-($)} 0.116440
> POS-Trigrams{(NN)-(VBP)-(DT)} 0.116440
> POS-Trigrams{(CC)-(VBZ)-(JJ)} 0.116440
> POS-Trigrams{(VBN)-(RB)-(DT)} 0.116440
> POS-Trigrams{(NNS)-(NNS)-(NN)} 0.116440
> POS-Trigrams{($)-(VBZ)-(NN)} 0.116440
> POS-Trigrams{(RB)-(JJ)-(PRP)} 0.116440
> POS-Trigrams{(VBZ)-(IN)-(RB)} 0.116440
> POS-Trigrams{(RB)-(TO)-(PRP)} 0.116440
> POS-Trigrams{(VB)-(PRP)-(VBD)} 0.116440
> POS-Trigrams{(PRP)-(JJ)-(IN)} 0.116440
> POS-Trigrams{(NN)-(RB)-(VBG)} 0.116440
> POS-Trigrams{(RB)-(VBG)-(IN)} 0.116440
> POS-Trigrams{(VBD)-(RB)-(CC)} 0.116440
> POS-Trigrams{(VBD)-(PRP$)-(JJ)} 0.116440
> POS-Trigrams{(TO)-(PRP$)-(NN)} 0.116440
> POS-Trigrams{(TO)-(VB)-(VBG)} 0.116440
> POS-Trigrams{(NNS)-(PRP)-(VBD)} 0.116440
> POS-Trigrams{(NN)-(PDT)-(DT)} 0.116440
> POS-Trigrams{(TO)-(NN)-(RB)} 0.116440
> POS-Trigrams{(VBD)-(PRP)-(VBD)} 0.116440
> POS-Trigrams{(VBD)-(VBG)-(NN)} 0.116440
> POS-Trigrams{(VBD)-(VBN)-(DT)} 0.116440
> POS-Trigrams{(DT)-(VBD)-(DT)} 0.116440
> POS-Trigrams{(CD)-(POS)-(JJ)} 0.116440
> POS-Trigrams{(DT)-(NN)-(WP)} 0.116440
> POS-Trigrams{(CC)-(PRP)-(VBZ)} 0.116440
> POS-Trigrams{(PRP)-(VBD)-(PRP)} 0.116440
> POS-Trigrams{(PRP)-(VBD)-(RP)} 0.116440
> POS-Trigrams{(JJR)-(JJ)-(NN)} 0.116440
> POS-Trigrams{(DT)-(RB)-(VBN)} 0.116440
> POS-Trigrams{(VBD)-(JJ)-(IN)} 0.116440
> POS-Trigrams{(NN)-(VBD)-(JJ)} 0.116440
> POS-Trigrams{(IN)-(PRP)-(PRP)} 0.116440
> POS-Trigrams{(VB)-(IN)-(IN)} 0.116440
> POS-Trigrams{(VBD)-(PRP$)-(NN)} 0.116440
> POS-Trigrams{(VBN)-(NN)-(VBZ)} 0.116440
> POS-Trigrams{(VBD)-(VBG)-(IN)} 0.116440
> POS-Trigrams{(VBD)-(RB)-(VB)} 0.116440
> POS-Trigrams{(RB)-(IN)-(VBG)} 0.116440
> POS-Trigrams{(NN)-(PRP$)-(NN)} 0.116440
> POS-Trigrams{(RB)-(PRP)-(VBP)} 0.116440
> POS-Trigrams{(PRP)-(VBP)-(DT)} 0.116440
> POS-Trigrams{(NN)-(IN)-(WP)} 0.116440
> POS-Trigrams{(EX)-(VBP)-(RB)} 0.116440
> POS-Trigrams{(VBN)-(JJ)-(TO)} 0.116440
> POS-Trigrams{(VBZ)-(JJ)-(TO)} 0.116440
> POS-Trigrams{(PRP)-(VBD)-(NN)} 0.116440
> POS-Trigrams{(CD)-(NNS)-(RB)} 0.116440
> POS-Trigrams{(RP)-(IN)-(JJ)} 0.116440
> POS-Trigrams{(JJS)-(TO)-(DT)} 0.116440
> POS-Trigrams{(VB)-(POS)-(VB)} 0.116440
> Words{various} 0.116440
> Words{severe} 0.116440
> Words{oil} 0.116440
> Words{allowable} 0.116440
> Words{increased} 0.116440
> Words{reached} 0.116440
> Words{adequate} 0.116440
> Words{periods} 0.116440
> Words{scope} 0.116440
> Words{transmitter} 0.116440
> Words{} 0.116440
> Words{indicated} 0.116440
> Words{spectrum} 0.116440
> Words{considered} 0.116440
> Words{source} 0.116440
> Words{completion} 0.116440
> Words{successful} 0.116440
> Words{campus} 0.116440
> Words{outside} 0.116440
> Words{sometimes} 0.116440
> Words{ran} 0.116440
> Words{book} 0.116440
> Words{coeds} 0.116440
> Words{women} 0.116440
> Words{supposed} 0.116440
> Words{one's} 0.116440
> Words{knew} 0.116440
> Words{ways} 0.116440
> Words{wrote} 0.116440
> Words{face} 0.116440
> Words{writing} 0.116440
> Words{crazy} 0.116440
> Words{seen} 0.116440
> Words{whole} 0.116440
> Words{folks} 0.116440
> Words{going} 0.116440
> Words{lot} 0.116440
> Words{old} 0.116440
> Words{easily} 0.116440
> Words{piece} 0.116440
> Words{already} 0.116440
> Words{doesn't} 0.116440
> Words{words} 0.116440
> Words{nor} 0.116440
> Words{airlifting} 0.116440
> Words{positive} 0.116440
> Words{airlifts} 0.116440
> Words{crew} 0.116440
> Words{anchor} 0.116440
> Word-Bigrams{(power)-(for)} 0.116440
> Word-Bigrams{(which)-(in)} 0.116440
> Word-Bigrams{(is)-(also)} 0.116440
> Word-Bigrams{(complete)-(the)} 0.116440
> Word-Bigrams{(the)-(oil)} 0.116440
> Word-Bigrams{(test)-(and)} 0.116440
> Word-Bigrams{(effect)-(of)} 0.116440
> Word-Bigrams{(to)-(maintain)} 0.116440
> Word-Bigrams{(maintain)-(the)} 0.116440
> Word-Bigrams{(the)-(interceptor)} 0.116440
> Word-Bigrams{(ready)-(status)} 0.116440
> Word-Bigrams{(effects)-(of)} 0.116440
> Word-Bigrams{(of)-(radar)} 0.116440
> Word-Bigrams{(frequency)-(of)} 0.116440
> Word-Bigrams{(shown)-(in)} 0.116440
> Word-Bigrams{(in)-(figure)} 0.116440
> Word-Bigrams{(the)-(radiation)} 0.116440
> Word-Bigrams{(equipment)-(used)} 0.116440
> Word-Bigrams{(by)-(an)} 0.116440
> Word-Bigrams{(the)-(amount)} 0.116440
> Word-Bigrams{(heat)-(is)} 0.116440
> Word-Bigrams{(line)-(the)} 0.116440
> Word-Bigrams{(equipment)-(which)} 0.116440
> Word-Bigrams{(in)-(that)} 0.116440
> Word-Bigrams{(the)-(proper)} 0.116440
> Word-Bigrams{(to)-(test)} 0.116440
> Word-Bigrams{(a)-(confidence)} 0.116440
> Word-Bigrams{(looks)-(like)} 0.116440
> Word-Bigrams{(and)-(i)} 0.116440
> Word-Bigrams{(the)-(campus)} 0.116440
> Word-Bigrams{(at)-(some)} 0.116440
> Word-Bigrams{(the)-(world)} 0.116440
> Word-Bigrams{(the)-(spring)} 0.116440
> Word-Bigrams{(out)-(in)} 0.116440
> Word-Bigrams{(to)-(his)} 0.116440
> Word-Bigrams{(the)-(only)} 0.116440
> Word-Bigrams{(there)-(was)} 0.116440
> Word-Bigrams{(had)-(a)} 0.116440
> Word-Bigrams{(set)-(of)} 0.116440
> Word-Bigrams{(to)-(have)} 0.116440
> Word-Bigrams{(each)-(other)} 0.116440
> Word-Bigrams{(and)-(we)} 0.116440
> Word-Bigrams{(on)-(this)} 0.116440
> Word-Bigrams{(some)-(of)} 0.116440
> Word-Bigrams{(was)-(in)} 0.116440
> Word-Bigrams{(a)-(lot)} 0.116440
> Word-Bigrams{(lot)-(of)} 0.116440
> Word-Bigrams{(of)-(it)} 0.116440
> Word-Bigrams{(piece)-(of)} 0.116440
> Word-Bigrams{(can)-(get)} 0.116440
> Word-Bigrams{(the)-(problem)} 0.116440
> Word-Bigrams{(about)-(the)} 0.116440
> Word-Bigrams{(airlifting)-(the)} 0.116440
> Word-Bigrams{(on)-(missile)} 0.116440
> Word-Bigrams{(the)-(airlift)} 0.116440
> Word-Bigrams{(clear)-(of)} 0.116440
> Word-Bigrams{(the)-(2)} 0.116440
> Word-Bigrams{(loading)-(gear)} 0.116440
> Word-Bigrams{(dash)-(2)} 0.116440
> Word-Bigrams{(c-124)-(and)} 0.116440
> Word-Trigrams{(in)-(the)-(missile)} 0.116440
> Word-Trigrams{(which)-(in)-(turn)} 0.116440
> Word-Trigrams{(to)-(maintain)-(the)} 0.116440
> Word-Trigrams{(frequency)-(of)-(the)} 0.116440
> Word-Trigrams{(shown)-(in)-(figure)} 0.116440
> Word-Trigrams{(the)-(amount)-(of)} 0.116440
> Word-Trigrams{(used)-(to)-(test)} 0.116440
> Word-Trigrams{(the)-(launcher)-(shelter)} 0.116440
> Word-Trigrams{(a)-(confidence)-(check)} 0.116440
> Word-Trigrams{(the)-(end)-(of)} 0.116440
> Word-Trigrams{(out)-(in)-(the)} 0.116440
> Word-Trigrams{(a)-(lot)-(of)} 0.116440
> Word-Trigrams{(airlifting)-(the)-(im-99a)} 0.116440
> Word-Trigrams{(have)-(to)-(be)} 0.116440
> Word-Trigrams{(of)-(the)-(airlift)} 0.116440
> Word-Trigrams{(the)-(2)-(dash)} 0.116440
> Word-Trigrams{(2)-(dash)-(2)} 0.116440
done!
2015-06-08, 15:23:15 Starting training and testing phase...
================================================================================
Running analysis with Analyzer 1 out of 1:
> Classifier: weka.classifiers.meta.ClassificationViaRegression
> Options: -W weka.classifiers.trees.M5P -- -M 4.0
2015-06-08, 15:23:15 Starting classification...
2015-06-08, 15:23:20 done!
Results:
========
doc \ author | _Unknown_ | BSN | TRP |
-------------------------------------------------------------------
BSN15_Oct1960[Analog] scrub.txt | 0.000000 | 0.863776 + | 0.136224 |
BSN16_Nov1960[Telemetering] scrub.txt | 0.000000 | 0.745953 + | 0.254047 |
BSN38_Sep1962[Hydrazine] scrub.txt | 0.000000 | 0.079726 | 0.920274 + |
BSN11_June1960[Torquing] scrub.txt | 0.000000 | 0.151587 | 0.848413 + |
BSN21_Apr1961[Maintainability] scrub.txt | 0.000000 | 0.926946 + | 0.073054 |
BSN37_Aug1962[Trouble] scrub.txt | 0.000000 | 0.003784 | 0.996216 + |
BSN33_Apr1962[MIU] scrub.txt | 0.000000 | 0.225788 | 0.774212 + |
BSN31_Feb1962[Teflon] scrub.txt | 0.000000 | 0.877024 + | 0.122976 |
BSN25_Aug1961[Soldering] scrub.txt | 0.000000 | 0.201564 | 0.798436 + |
BSN31_Feb1962[Hatter] scrub.txt | 0.000000 | 0.232362 | 0.767638 + |
BSN8_Mar1960[Vibration] scrub.txt | 0.000000 | 0.109575 | 0.890425 + |
BSN36_Jul1962[Environmental] scrub.txt | 0.000000 | 0.214335 | 0.785665 + |
BSN21_Apr1961[Intro] scrub.txt | 0.000000 | 0.042954 | 0.957046 + |
the/DT mad/JJ hatter/NN and/CC the/DT mercury/NN wetted/VBD relays/NNS ,/, perhaps/RB many/JJ of/IN you/PRP lovers/NNS of/IN lewis/NN carroll/NN 's/POS 'alice/NN in/IN wonderland/NN '/'' have/VBP been/VBN wondering/VBG what/WP made/VBD the/DT mad/JJ hatter/NN mad/JJ ./. well--you/DT need/NN wonder/NN no/RB longer/RB ./. he/PRP was/VBD suffering/VBG from/IN chronic/JJ mercurialism/NN ,/, a/DT disease/NN common/JJ in/IN the/DT hat-making/NN trade/NN of/IN that/DT era/NN (/-LRB- and/CC to/TO a/DT lesser/JJR extent/NN ,/, still/RB with/IN us/PRP today/NN )/-RRB- ./. ,/, the/DT process/NN of/IN using/VBG mercury/NN in/IN felting/NN was/VBD known/VBN in/IN the/DT times/NNS of/IN the/DT greek/NN and/CC roman/NN empires/NNS and/CC perhaps/RB by/IN oriental/JJ sheperds/NNS even/RB earlier/RBR in/IN history/NN ./. fine/JJ hairs/NNS of/IN the/DT fur/NN of/IN rabbits/NNS ,/, hares/NNS ,/, and/CC other/JJ animals/NNS used/VBN in/IN making/VBG felt/VBN are/VBP smooth/JJ and/CC straight/JJ ./. by/IN treating/VBG them/PRP with/IN acid/NN nitrate/NN of/IN mercury/NN ,/, the/DT hairs/NNS are/VBP made/VBN limp/JJ and/CC twisted/JJ ,/, which/WDT aids/VBZ the/DT felting/NN process/NN ./. ,/, this/DT occupational/JJ disease/NN among/IN felt-hat/JJ workers/NNS is/VBZ also/RB known/VBN as/IN 'hatter/JJR 's/POS shakes'/NNS ,/, because/IN chronic/JJ mercury/NN poisoning/NN effects/NNS the/DT nervous/JJ system/NN ,/, causing/VBG characteristic/JJ muscular/JJ tremors/NNS ./. since/IN mental/JJ disturbances/NNS may/MD also/RB occur/VB ,/, the/DT 'mad/JJ hatter/NN '/POS character/NN had/VBD a/DT real-life/NN basis--as/NN does/VBZ the/DT expression/NN 'mad/JJ as/IN a/DT hatter/NN './. ,/, when/WRB large/JJ amounts/NNS of/IN mercury/NN are/VBP taken/VBN in/IN to/TO the/DT body/NN ,/, acute/JJ mercury/NN poisoning/NN results/NNS ./. kidney/NN damage/NN and/CC other/JJ painful/JJ symptoms/NNS develop/VBP and/CC death/NN from/IN the/DT poisoning/NN is/VBZ not/RB uncommon/JJ ./. ,/, the/DT subject/NN of/IN mercury/NN comes/VBZ up/RP here/RB because/IN of/IN a/DT potential/JJ hazard/NN that/WDT exists/VBZ in/IN the/DT im-99b/JJ imsoc/NN rooms/NNS ./. located/VBN in/IN each/DT room/NN are/VBP 150/CD etched/JJ cards/NNS known/VBN as/IN 'code/JJ 834/CD mercury/NN wetted/VBD relays'--and/NNP each/DT card/NN includes/VBZ six/CD wire/NN wrapped/VBD glass/NN capsules/NNS (/-LRB- figure/NN 1/CD )/-RRB- ./. capsules/NNS contain/VBP a/DT small/JJ amount/NN of/IN liquid/JJ mercury/NN and/CC are/VBP charged/VBN with/IN a/DT pressure/NN of/IN 200/CD psi/FW (/-LRB- figure/NN 2/CD )/-RRB- ./. the/DT cards/NNS (/-LRB- including/VBG the/DT relay/NN capsules/NNS )/-RRB- are/VBP covered/VBN with/IN a/DT vinyl/NN plastic/NN skin/NN pack/VB ./. code/NN 834/CD mercury/NN wetted/VBD relays/NNS are/VBP used/VBN in/IN the/DT prelaunch/NN status/NN simulator/NN (/-LRB- plss/NN )/-RRB- ,/, launcher/JJR status/NN multiplexer/NN (/-LRB- lsm/NN )/-RRB- ,/, and/CC status/NN selector/NN comparator/NN (/-LRB- ssc/NN )/-RRB- ./. ,/, occasionally/RB capsules/NNS will/MD explode/VB while/IN in/IN place/NN ,/, spewing/VBG mercury/NN in/IN the/DT cabinet/NN ./. although/IN most/JJS of/IN the/DT mercury/NN finds/VBZ its/PRP$ way/NN to/TO the/DT bottom/NN of/IN the/DT cabinet/NN ,/, the/DT equipment/NN should/MD be/VB carefully/RB checked/VBN and/CC all/DT traces/NNS of/IN mercury/NN removed/VBN ./. minimum/NN handling/NN of/IN cards/NNS should/MD be/VB the/DT rule/NN ,/, and/CC when/WRB handling/NN is/VBZ necessary/JJ ,/, utmost/JJ care/NN should/MD be/VB practiced/VBN ./. cards/NNS should/MD not/RB be/VB forced/VBN or/CC bent/VBN ./. if/IN dropped/VBD ,/, the/DT odds/NNS are/VBP that/IN one/CD or/CC more/JJR capsules/NNS will/MD be/VB broken/VBN and/CC a/DT mercury/NN cleanup/NN detail/NN will/MD be/VB in/IN order/NN ./. cards/NNS should/MD be/VB held/VBN parallel/RB with/IN the/DT body/NN ,/, since/IN the/DT danger/NN of/IN blowout/NN is/VBZ at/IN exposed/JJ ends/NNS of/IN the/DT capsules/NNS ./. following/VBG a/DT spill/NN or/CC blowout/NN ,/, personal/JJ clothing/NN should/MD be/VB checked/VBN for/IN mercury/NN since/IN spilled/VBN mercury/NN can/MD be/VB deposited/VBN in/IN trouser/NN cuffs/NNS ,/, pockets/NNS ,/, and/CC crevices/NNS on/IN the/DT clothing/NN ./. wash/NN hands/NNS and/CC face/NN thoroughly/RB ./. ,/, here/RB are/VBP two/CD simple/JJ decontamination/NN procedures/NNS :/: ,/, for/IN metal/NN surfaces/NNS and/CC hard-to-clean/JJ areas/NNS such/JJ as/IN pits/NNS ,/, sumps/NNS ,/, etc./FW ,/, it/PRP may/MD be/VB advisable/JJ to/TO dust/VB flowers/NNS of/IN sulfur/NN on/IN those/DT areas/NNS known/VBN to/TO be/VB contaminated/VBN with/IN mercury/NN ./. allow/VB the/DT sulfur/NN to/TO remain/VB on/IN the/DT contaminated/JJ area/NN for/IN a/DT minimum/NN of/IN 24/CD hours/NNS ,/, then/RB clean/VB it/PRP up/RP and/CC package/VB it/PRP for/IN disposal/NN ./. ,/, a/DT 20/CD %/NN ferric/JJ chloride/NN cleanup/NN solution/NN may/MD be/VB used/VBN in/IN some/DT areas/NNS if/IN high/JJ mercury/NN vapor/NN concentrations/NNS remain/VBP after/IN initial/JJ cleanup/NN ./. (/-LRB- ferric/NN chloride/NN in/IN water/NN acts/NNS as/IN a/DT weak/JJ acid/NN ./. therefore/RB ,/, it/PRP should/MD not/RB be/VB used/VBN on/IN metal/NN instruments/NNS ,/, parts/NNS or/CC floors/NNS that/WDT would/MD be/VB harmed/VBN by/IN the/DT slight/JJ corrosive/JJ effect/NN of/IN a/DT weak/JJ acid/NN ./. )/-RRB- using/VBG rubber/NN gloves/NNS ,/, mop/VB ferric/JJ chloride/NN solution/NN lightly/RB over/IN the/DT affected/JJ area/NN and/CC allow/VB it/PRP to/TO stand/VB for/IN one-half/JJ hour/NN ;/: then/RB mop/VB up/RP excess/JJ solution/NN and/CC dispose/VB of/IN it/PRP through/IN the/DT sewer/NN ,/, diluting/VBG with/IN water/NN ./. mop/VB the/DT area/NN with/IN clear/JJ water/NN to/TO remove/VB any/DT ferric/JJ chloride/NN stains/NNS from/IN the/DT floor/NN ,/, then/RB mop/VB the/DT floor/NN dry/JJ ./. ,/, the/DT amount/NN of/IN mercury/NN involved/VBN in/IN a/DT capsule/NN blowout/NN is/VBZ small/JJ ,/, but/CC the/DT hazardous/JJ properties/NNS of/IN mercury/NN should/MD never/RB be/VB underestimated/VBN ./. vapors/NNS are/VBP dangerously/RB toxic/JJ and/CC can/MD be/VB present/JJ in/IN the/DT air/NN at/IN ordinary/JJ room/NN temperatures/NNS ./. the/DT condition/NN may/MD result/VB from/IN open/JJ containers/NNS ,/, spills/VBZ ,/, instrument/NN breakage/NN ,/, and/CC manometer/NN blowouts/NNS forming/VBG mercury/NN droplets/NNS ./. scattering/NN of/IN these/DT small/JJ drops/NNS results/NNS in/IN mercury/NN getting/VBG into/IN corners/NNS ,/, crevices/NNS and/CC cracks/NNS ./. inhalation/NN may/MD produce/VB serious/JJ illness./NN ,/, liquid/JJ mercury/NN may/MD be/VB absorbed/VBN through/IN the/DT skin/NN to/TO produce/VB the/DT same/JJ effects/NNS as/IN inhalation/NN ./. it/PRP may/MD be/VB poisonous/JJ if/IN swallowed/VBN ./. ,/, mercury/NN combines/VBZ (amalgamates/NNS )/-RRB- with/IN many/JJ metals/NNS ./. because/IN of/IN this/DT ,/, contact/NN with/IN mercury/NN may/MD damage/VB metal/NN parts/NNS ,/, equipment/NN ,/, or/CC jewelry/NN ,/, such/JJ as/IN rings/NNS and/CC watches/NNS ./. metallic/JJ mercury/NN in/IN sewer/NN drains/NNS will/MD amalgamate/VB with/IN lead/NN and/CC may/MD cause/VB leaded/VBN joints/NNS to/TO leak/VB ,/, as/RB well/RB as/IN forming/VBG a/DT reservoir/NN for/IN vapors/NNS ./. in/IN other/JJ words/NNS ,/, drains/NNS should/MD not/RB be/VB used/VBN for/IN the/DT disposal/NN of/IN mercury/NN ./. ,/, romans/NNS worked/VBD the/DT almaden/RB mine/JJ in/IN spain--a/NN mine/NN still/RB in/IN use--and/JJ pliny/NN ,/, the/DT elder/JJR ,/, in/IN the/DT first/JJ century/NN ,/, wrote/VBD of/IN mercurialism/NN as/IN a/DT disease/NN of/IN slaves/NNS employed/VBN in/IN the/DT mine/NN ./. chronic/NN mercury/NN poisoning/NN was/VBD first/JJ described/VBN in/IN siena/NN (/-LRB- italy/RB )/-RRB- early/RB in/IN the/DT 16th/JJ century/NN ./. in/IN modern/JJ times/NNS ,/, more/RBR has/VBZ been/VBN learned/VBN about/IN mercury--but/PRP$ the/DT hazard/NN is/VBZ still/RB with/IN us/PRP ./. ,/, when/WRB dealing/VBG with/IN mercury/NN ,/, even/RB in/IN small/JJ amounts/NNS ,/, respect/NN it/PRP and/CC play/VB it/PRP safe/JJ ./. do/VBP n't/RB become/VB a/DT 'mad/JJ hatter',/NN you/PRP might/MD find/VB it/PRP to/TO be/VB much/RB more/RBR unpleasant/JJ than/IN attending/VBG a/DT mad/JJ tea/NN party/NN ./.| Author | Avg word length (char) | Past participles (/verb) | Simple past (/verb) |
Personal pronouns (/1000 w) |
|---|---|---|---|---|
| Pynchon, non-fiction prose | 4.55 | 0.17 | 0.18 | 56.1 |
| Pynchon, BSN |
4.71 | 0.19 | 0.09 | 43.6 |
| Staff, BSN | 5.38 | 0.33 | 0.05 | 11.7 |
Word length, verb use, pronoun frequency
| Text | Personal pronouns (/1000 w) |
|---|---|
| Non-fiction prose | 56.1 |
| Pynchon, BSN | 43.6 |
| Staff, BSN | 11.7 |
| V. | 92.4 |
| The Crying of Lot 49 | 92.5 |
| Gravity's Rainbow | 62.5 |
| Longman fiction corpus | ~90 |
| Longman news-writing corpus | ~30 |
| Longman academic corpus | ~18 |
Personal pronouns in Pynchon's fiction
So what?
Pynchon probably wrote these
- 'Hydrazine Tank Cartridge Replacement', BSN 38
- 'The Mad Hatter and the Mercury Wetted Relays', BSN 31
- 'Torquing', BSN 11
- 'Environmental Protection', BSN 36
- 'MIU Plug Problems', BSN 33
- 'The Trouble with Safety is . . . People!', BSN 37
- 'Soldering', BSN 25
- 'Vibration Testing', BSN 8
Technic & techne in V. & GR
- Second person marks complicity in 'corporative life', Herero and Namaqua genocide under Lothar von Trotha
- GR contains 'every instance of bad writing': 'solipsistic obscurantism', 'the substitution of "hard words" for common terms', the 'lavishing of high style on unworthy subjects' (Joseph Tabbi)
- V. explicitly reflects on pronouns as devices of detachment and/or empathy
- 'German mania for name-giving', 'We-system' / 'They-system'
- Achtfaden's Toiletship: 'the decor is 1930s Safety Manual'
Gravity's Rainbow, a question...
What if we could visualise the novel's grammar relative to its themes?
Word frequency across novel time
Gravity's Rainbow TextPlot
Robinson Crusoe
Ulysses
The Crying of Lot 49
The Crying of Lot 49, including high-frequency verbs
Robinson Crusoe, including high-frequency verbs
Gravity's Rainbow
Gravity's Rainbow, including high-frequency verbs
Default stopwords
High-frequency verbs
Tyrone Slothrop
Tyrone Slothrop
Franz Pökler
Franz Pökler
Gravity's Rainbow, including high-frequency verbs
Gravity's Rainbow, verb ego network
Gravity's Rainbow, tense poles ego network
https://krmuth.github.io/plot-gr/
Finding Pynchon
By Katie Muth
Finding Pynchon
Presentation slides for keynote at Synergies. Bridging the Gap between Traditional and Digital Literary Studies, Network for Digital Literary Studies, Copenhagen, September 2020
