Lucas Gautheron 1 рік тому
батько
коміт
f7ec6b8191

+ 1 - 1
analyses/category_prediction.py

@@ -344,7 +344,7 @@ if __name__ == '__main__':
             index_names=False,
             index=False,
             column_format='p{7cm}|p{7cm}',
-            caption="Vocabulary specific to theory (left column) versus phenomenology (right column). ",
+            caption="Vocabulary specific to phenomenology (left column) versus theory (right column). ",
             label="table:specific_pheno_vocabulary_th_ph"
         )
 

Різницю між файлами не показано, бо вона завелика
+ 59890 - 59890
output/category_prediction/articles.csv


Різницю між файлами не показано, бо вона завелика
+ 989 - 989
output/category_prediction/ngrams.csv


+ 1 - 1
output/category_prediction/params.yml

@@ -6,7 +6,7 @@ filter: categories
 lemmatize: true
 lemmatize_ngrams: true
 limit_redundancy: false
-location: output/bow_paper
+location: output/category_prediction
 min_df: 0
 min_token_length: 0
 nouns: true

Різницю між файлами не показано, бо вона завелика
+ 500 - 500
output/category_prediction/results.csv


+ 9 - 8
output/category_prediction/vocab_performance.csv

@@ -1,9 +1,10 @@
 ,vocab,f1,acc_0,acc_1,acc_2,baseline_acc_0,baseline_acc_1,baseline_acc_2,f1_0,f1_1,f1_2
-0,125,2.3462812145088923,0.9085,0.8139,0.8894,0.8416,0.5069,0.549,0.658454647256439,0.808912619365438,0.8789139478870155
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+1,125,2.385697018294182,0.9126,0.8209,0.8954,0.8399,0.5194,0.5464,0.68830242510699,0.8110161443494777,0.8863784488377145
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+3,375,2.4737463495936662,0.9185,0.8581,0.9163,0.8399,0.5194,0.5464,0.713934713934714,0.8511174063581995,0.9086942293007527
+4,500,2.495369496791094,0.9215,0.8639,0.9195,0.8399,0.5194,0.5464,0.7254284714935293,0.8579480221271265,0.9119930031704385
+5,625,2.5026456163998594,0.9215,0.8666,0.9211,0.8399,0.5194,0.5464,0.7275251648733079,0.8613593847432967,0.9137610667832551
+6,750,2.5129362249775165,0.9235,0.8712,0.9207,0.8399,0.5194,0.5464,0.7339130434782609,0.8658892128279884,0.9131339686712674
+7,875,2.5116691918542715,0.9225,0.8718,0.9215,0.8399,0.5194,0.5464,0.7309961818812911,0.8666250520183104,0.9140479579546699
+8,1000,2.5184217100718778,0.9234,0.8728,0.9231,0.8399,0.5194,0.5464,0.7351313969571232,0.8675827607745159,0.9157075523402388

+ 1 - 1
plots/categories_bow_prediction.pdf

@@ -1 +1 @@
-/annex/objects/MD5E-s12320--c4cd3a54984950755422edf10016f40a.pdf
+/annex/objects/MD5E-s12427--e1a8cb63bdd1e80d5bd752bdcf7388f2.pdf

+ 143 - 37
plots/categories_bow_prediction.pgf

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+ 0 - 1
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plots/susy_correlations.pdf

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plots/susy_usages.pdf

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plots/trading_zone_0_1.pdf

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tables/specific_vocabulary_th_ph.tex

@@ -5,7 +5,7 @@
                                                                                                                                                                                                                                                                                                                                                                                                                                  Vocabulary specific to phenomenology &                                                                                                                                                                                                                                                                                                                                                                                                                   Vocabulary specific to theory \\
 \midrule
 \endfirsthead
-\caption[]{Vocabulary specific to theory (left column) versus phenomenology (right column). } \\
+\caption[]{Vocabulary specific to phenomenology (left column) versus theory (right column). } \\
 \toprule
                                                                                                                                                                                                                                                                                                                                                                                                                                  Vocabulary specific to phenomenology &                                                                                                                                                                                                                                                                                                                                                                                                                   Vocabulary specific to theory \\
 \midrule