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dante-verification
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Alejandro Moreo Fernandez 2018-11-15 15:13:26 +01:00
parent 80956499d0
commit 639f0a0c74
1 changed files with 2 additions and 1 deletions
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src/classifier.py
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@ -8,6 +8,7 @@ from doc_representation import *
# TODO: understand normalization
# TODO: mendel hall
# TODO: wrap into an Estimator
# TODO: check versions (numpy, scipy, sklearn)
probability=True
SVM = SVC
@ -20,7 +21,7 @@ if SVM is SVC:
path = '../testi'
reader = LoadDocuments(split_documents=True, function_words_freq=True, tfidf=True, tfidf_feat_selection_ratio=0.1, split_policy=split_by_endline, normalize_features=True)
reader = LoadDocuments(split_documents=True, function_words_freq=True, tfidf=False, tfidf_feat_selection_ratio=0.1, split_policy=split_by_endline, normalize_features=True)
Xtr,ytr,ep1,ep2 = reader.load(path)
# learn a SVM