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combined_LHSAB_allOSACT_metrics.txt
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combined_LHSAB_allOSACT_metrics.txt
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===== unigrams =====
Training...
Testing...
Accuracy: 0.8934707903780069
Precision: 0.7545084351367074
Recall: 0.5395903716216216
Macro-f1: 0.546928166944992
precision recall f1-score support
HS 0.6111 0.0859 0.1507 128
NOT_HS 0.8979 0.9932 0.9432 1036
accuracy 0.8935 1164
macro avg 0.7545 0.5396 0.5469 1164
weighted avg 0.8664 0.8935 0.8560 1164
===== unigrams + bigrams =====
Training...
Testing...
Accuracy: 0.8986254295532646
Precision: 0.8054824561403509
Recall: 0.5630278716216216
Macro-f1: 0.5847281346749226
precision recall f1-score support
HS 0.7083 0.1328 0.2237 128
NOT_HS 0.9026 0.9932 0.9458 1036
accuracy 0.8986 1164
macro avg 0.8055 0.5630 0.5847 1164
weighted avg 0.8813 0.8986 0.8664 1164
===== unigrams + bigrams + trigrams =====
Training...
Testing...
Accuracy: 0.8908934707903781
Precision: 0.70926243567753
Recall: 0.5929204874517375
Macro-f1: 0.6195951179469232
precision recall f1-score support
HS 0.5094 0.2109 0.2983 128
NOT_HS 0.9091 0.9749 0.9408 1036
accuracy 0.8909 1164
macro avg 0.7093 0.5929 0.6196 1164
weighted avg 0.8651 0.8909 0.8702 1164