bioNLP-UNAM / useless

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Ignacio Arroyo Fernández
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...@@ -8,8 +8,8 @@ The main method follows the next pipeline: ...@@ -8,8 +8,8 @@ The main method follows the next pipeline:
8 - Parse abstracts from two input files (classA and classB; see files format at the `data/` directory) 8 - Parse abstracts from two input files (classA and classB; see files format at the `data/` directory)
9 - Transform abstracts into their TFIDF sparse representations 9 - Transform abstracts into their TFIDF sparse representations
10 - Train Support Vector Machines with different parameters by using GridSearch 10 - Train Support Vector Machines with different parameters by using GridSearch
11 -- Select the best estimator and save it at `model/svm_model.pkl` (default) 11 +- Select the best estimator and save it at `model_binClass/svm_model.pkl` (default)
12 -- Save TFIDF transformation for keeping the training vocabulary (stored at `model/tfidf_model.pkl`) 12 +- Save TFIDF transformation for keeping the training vocabulary (stored at `model_binClass/tfidf_model.pkl`)
13 13
14 ### Prediction mode 14 ### Prediction mode
15 - Parse abstracts from a unique input file 15 - Parse abstracts from a unique input file
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