Multi-label preprocessed data with smote and undersampling

multilabel_v5/disease_classes.json

@@ -0,0 +1,54 @@
+{
+  "classes": [
+    "Myocarditis",
+    "Cardiomyopathy",
+    "Kawasaki",
+    "CHD",
+    "Healthy"
+  ],
+  "class_idx": {
+    "Myocarditis": 0,
+    "Cardiomyopathy": 1,
+    "Kawasaki": 2,
+    "CHD": 3,
+    "Healthy": 4
+  },
+  "icd_map": {
+    "I40.0": "Myocarditis",
+    "I40.9": "Myocarditis",
+    "I41.4": "Myocarditis",
+    "I42.0": "Cardiomyopathy",
+    "I42.2": "Cardiomyopathy",
+    "I42.9": "Cardiomyopathy",
+    "Q28.4": "Cardiomyopathy",
+    "M30.3": "Kawasaki",
+    "Q21.1": "CHD",
+    "Q21.2": "CHD",
+    "Q21.3": "CHD",
+    "Q22.1": "CHD",
+    "Q25.0": "CHD",
+    "Q25.6": "CHD",
+    "I27.9": "CHD"
+  },
+  "data_format": "hdf5",
+  "hdf5_files": {
+    "raw": "ecg_windows_raw.h5",
+    "balanced": "ecg_data_smote.h5"
+  },
+  "balancing": {
+    "smote_classes": [
+      "Cardiomyopathy",
+      "Kawasaki"
+    ],
+    "undersampled_classes": [
+      "Healthy"
+    ],
+    "target_samples": {
+      "Myocarditis": null,
+      "Cardiomyopathy": 1011,
+      "Kawasaki": 1011,
+      "CHD": null,
+      "Healthy": 5000
+    }
+  }
+}

multilabel_v5/ecg_data_smote.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:0ef146d0b9f8d3e4ab20642d86bba4793c03784169f1442b63b844f3d13a2021
+size 5795291804

multilabel_v5/ecg_data_smote_temp.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a850d140bf141b9c8fadebdadd54e34f38a8879cc50cb5c723c1d2664a75ebec
+size 14497824616

multilabel_v5/ecg_windows_raw.h5

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+version https://git-lfs.github.com/spec/v1
+oid sha256:7150ba2b6371d8b70e504e3788b78a59c4a6145e0ec8399295e659dc83850082
+size 9602848

multilabel_v5/qc_summary.csv

@@ -0,0 +1,11 @@
+Filename,disease,qc_pass,n_windows,original_channels
+P00/P00001/P00001_E01,Healthy,True,2,9
+P00/P00002/P00002_E01,Healthy,True,5,12
+P00/P00003/P00003_E01,Healthy,True,3,12
+P00/P00004/P00004_E01,CHD,True,4,9
+P00/P00004/P00004_E02,CHD,True,5,9
+P00/P00005/P00005_E01,CHD,True,5,12
+P00/P00005/P00005_E02,CHD,True,1,9
+P00/P00006/P00006_E01,Healthy,True,5,12
+P00/P00006/P00006_E02,Healthy,True,5,12
+P00/P00006/P00006_E03,Healthy,True,5,12