shruthi-git-actions
/
SVM_fraud_detection


  
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            schema: '2.0'
stages:
  Training:
    cmd: python fraud_svm.py
    deps:
    - path: Data/creditcard.csv
      md5: e90efcb83d69faf99fcab8b0255024de
      size: 150828752
    - path: fraud_svm.py
      md5: a53bded60826c69a7bb00cb1b95f699d
      size: 2540
    outs:
    - path: Data/x_test.csv
      md5: 44bbb214d711b651a1c9f12bdced0fda
      size: 31435526
    - path: Data/y_test.csv
      md5: 92c70148b41a7b24226edfc269207b7f
      size: 490382
    - path: Models/Fraud_SVM.pkl
      md5: ccc24fdfe058dcf4f85d64138cf3e4ce
      size: 132168
  Testing:
    cmd: python fraud_svm_test.py
    deps:
    - path: Data/x_test.csv
      md5: 44bbb214d711b651a1c9f12bdced0fda
      size: 31435526
    - path: Data/y_test.csv
      md5: 92c70148b41a7b24226edfc269207b7f
      size: 490382
    - path: Models/Fraud_SVM.pkl
      md5: ccc24fdfe058dcf4f85d64138cf3e4ce
      size: 132168
    - path: fraud_svm_test.py
      md5: cee1dce2f435b11ab313ed9b194ea071
      size: 3186
    outs:
    - path: Output/Accuracy.json
      md5: c72073fd31ede5235bfb1766a53697b7
      size: 186
    - path: auc.png
      md5: 875bacc6d828f7fbce7f4d23291f4fd7
      size: 49068
    - path: confusion_mat.png
      md5: 802e990cac8dccf75043de509781aa63
      size: 13992
    - path: plots.json
      md5: 58c269f8863dd8f8372e310f1c1571e7
      size: 344