deepsulci.pattern_classification.capsul.svm_labeling.PatternSVMLabeling¶
PatternSVMLabeling¶
Process to recognize a searched fold pattern using a Support Vector Machine (SVM) classifier.
Note
- Type ‘PatternSVMLabeling.help()’ for a full description of this process parameters.
- Type ‘<PatternSVMLabeling>.get_input_spec()’ for a full description of this process input trait types.
- Type ‘<PatternSVMLabeling>.get_output_spec()’ for a full description of this process output trait types.
Inputs¶
[Mandatory]
- graphs: a legal value ([‘List_File’] - mandatory)
- graphs to classify
- clf_file: a file name ([‘File’] - mandatory)
- file (.sav) storing the trained SVM classifier
- scaler_file: a file name ([‘File’] - mandatory)
- file (.sav) storing the scaler
- param_file: a file name ([‘File’] - mandatory)
- file (.json) storing the hyperparameters (C, gamma, initial tranlations)
Outputs¶
- result_file: a file name ([‘File (filename: input)’] - mandatory)
- file (.csv) with predicted class (y_pred) for each of the input graphs