Evaluate bigrams model

iterative · Oct 10, 2022 · 799c9ad · 799c9ad · github-actions · Oct 15, 2022
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Showing 5 changed files with 3,307 additions and 3,437 deletions.
diff --git a/dvc.lock b/dvc.lock
@@ -60,28 +60,28 @@ stages:
     cmd: python src/evaluate.py model.pkl data/features
     deps:
     - path: data/features
-      md5: f8f5cbc3188008a7542d02d63054d9d2.dir
-      size: 1556290
+      md5: f35d4cc2c552ac959ae602162b8543f3.dir
+      size: 2232588
       nfiles: 2
     - path: model.pkl
-      md5: e5afe4ee3eb89290419c389e992ccbf5
-      size: 1670980
+      md5: de403b8521f59e55daf04708431d4345
+      size: 1763725
     - path: src/evaluate.py
       md5: 44e714021a65edf881b1716e791d7f59
       size: 2346
     outs:
     - path: evaluation.json
-      md5: c75c857c8efd2832d3423b0d8c0a560e
+      md5: 099ba05938dcee126403b109f3ce793f
       size: 73
     - path: evaluation/importance.png
-      md5: 29132e4ee102a066b5625915c22519d5
-      size: 29454
+      md5: 41d2d8c683eb674ed24cc642d873c850
+      size: 34065
     - path: evaluation/plots/confusion_matrix.json
-      md5: 38c0fe3deeb244747ead298413feca52
+      md5: 86c0c21030f85476b76de983d70effb1
       size: 122246
     - path: evaluation/plots/precision_recall.json
-      md5: 8e2eac846b030259892f4f3ca6255f33
-      size: 150526
+      md5: 819d0ad9bba6dd0e5ca76d4706f45da3
+      size: 150773
     - path: evaluation/plots/roc.json
-      md5: 4851de309592ee7a47e1a844827b8396
-      size: 45013
+      md5: 6ff55945578272fc388e662680855e59
+      size: 40653
diff --git a/evaluation.json b/evaluation.json
@@ -1,4 +1,4 @@
 {
-    "avg_prec": 0.9014016422240393,
-    "roc_auc": 0.9319648794149968
+    "avg_prec": 0.9249974999612706,
+    "roc_auc": 0.9460213440787918
 }
Path	Metric	HEAD~1	workspace	Change
evaluation.json	avg_prec	0.9014	0.925	0.023596
evaluation.json	roc_auc	0.93196	0.94602	0.014056