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- #! bin/bash
- # erase "results/models_comparisons.csv" file and write new header
- file_path='results/models_comparisons.csv'
- erased=$1
- if [ "${erased}" == "Y" ]; then
- echo "Previous data file erased..."
- rm ${file_path}
- mkdir -p results
- touch ${file_path}
- # add of header
- echo 'model_name; vector_size; start; end; nb_zones; feature; mode; tran_size; val_size; test_size; train_pct_size; val_pct_size; test_pct_size; train_acc; val_acc; test_acc; all_acc; F1_train; recall_train; roc_auc_train; F1_val; recall_val; roc_auc_val; F1_test; recall_test; roc_auc_test; F1_all; recall_all; roc_auc_all;' >> ${file_path}
- fi
- size=26
- feature="filters_statistics"
- bash data_processing/generateAndTrain_maxwell_custom.sh ${size} ${feature}
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