runAll_maxwell_custom_filters.sh 1.0 KB

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  1. #! bin/bash
  2. # erase "models_info/models_comparisons.csv" file and write new header
  3. file_path='models_info/models_comparisons.csv'
  4. erased=$1
  5. if [ "${erased}" == "Y" ]; then
  6. echo "Previous data file erased..."
  7. rm ${file_path}
  8. mkdir -p models_info
  9. touch ${file_path}
  10. # add of header
  11. echo 'model_name; vector_size; start; end; nb_zones; metric; 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}
  12. fi
  13. for size in {"4","8","16","26","32","40"}; do
  14. # for metric in {"lab","mscn","low_bits_2","low_bits_3","low_bits_4","low_bits_5","low_bits_6","low_bits_4_shifted_2","ica_diff","svd_trunc_diff","ipca_diff","svd_reconstruct"}; do
  15. for metric in {"highest_sv_std_filters","lowest_sv_std_filters"}; do
  16. bash generateAndTrain_maxwell_custom_filters.sh ${size} ${metric} &
  17. done
  18. done