runAll_maxwell_custom.sh 1.2 KB

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  1. #! bin/bash
  2. # erase "results/models_comparisons.csv" file and write new header
  3. file_path='results/models_comparisons.csv'
  4. list="all, center, split"
  5. if [ -z "$1" ]
  6. then
  7. echo "No argument supplied"
  8. echo "Need argument from [${list}]"
  9. exit 1
  10. fi
  11. if [[ "$1" =~ ^(all|center|split)$ ]]; then
  12. echo "$1 is in the list"
  13. else
  14. echo "$1 is not in the list"
  15. fi
  16. data=$1
  17. erased=$2
  18. if [ "${erased}" == "Y" ]; then
  19. echo "Previous data file erased..."
  20. rm ${file_path}
  21. mkdir -p results
  22. touch ${file_path}
  23. # add of header
  24. 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}
  25. fi
  26. for size in {"4","8","16","26","32","40"}; do
  27. 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
  28. bash data_processing/generateAndTrain_maxwell_custom.sh ${size} ${metric} ${data}
  29. done
  30. done