experiment -05 added

shivpalSW · Jul 19, 2023 · 912173b · 912173b · github-actions · Jul 19, 2023
1 parent 47ef42b
commit 912173b
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Showing 5 changed files with 17,627 additions and 14,648 deletions.
diff --git a/dvc.lock b/dvc.lock
@@ -21,23 +21,23 @@ stages:
     params:
       params.yaml:
         prepare.seed: 2021
-        prepare.split: 0.3
+        prepare.split: 0.4
     outs:
     - path: artifacts/prepared/test.tsv
-      md5: a0bb558cc0e08269228e02fb57edbdc0
-      size: 7248035
+      md5: f3695f4bb237ef377bad9a1cb967e0a3
+      size: 9557158
     - path: artifacts/prepared/train.tsv
-      md5: 3514ce5f1b8c8d976c178e0ad2ae1e78
-      size: 16638284
+      md5: a7f8589ecd93eaabc48c06cb861b053d
+      size: 14329161
   featurize:
     cmd: python src/stage_02_featurization.py --config=configs/config.yaml --params=params.yaml
     deps:
     - path: artifacts/prepared/test.tsv
-      md5: a0bb558cc0e08269228e02fb57edbdc0
-      size: 7248035
+      md5: f3695f4bb237ef377bad9a1cb967e0a3
+      size: 9557158
     - path: artifacts/prepared/train.tsv
-      md5: 3514ce5f1b8c8d976c178e0ad2ae1e78
-      size: 16638284
+      md5: a7f8589ecd93eaabc48c06cb861b053d
+      size: 14329161
     - path: configs/config.yaml
       md5: 28c91b4608db6b4d5754223f44a81a31
       size: 453
@@ -52,21 +52,21 @@ stages:
       size: 516
     params:
       params.yaml:
-        featurize.max_features: 1500
-        featurize.ngrams: 2
+        featurize.max_features: 1000
+        featurize.ngrams: 4
     outs:
     - path: artifacts/features/test.pkl
-      md5: f6a6c8a2352365219ffc434d00b4a84b
-      size: 3288843
+      md5: ad9204c1561731af2145a5b88566c86d
+      size: 4038011
     - path: artifacts/features/train.pkl
-      md5: 2c2154af16b217f23116e8cfe26a1d5d
-      size: 7607571
+      md5: 38a0dfffab7387a402674b9fc9cec4e2
+      size: 6022371
   train:
     cmd: python src/stage_03_train.py --config=configs/config.yaml --params=params.yaml
     deps:
     - path: artifacts/features/train.pkl
-      md5: 2c2154af16b217f23116e8cfe26a1d5d
-      size: 7607571
+      md5: 38a0dfffab7387a402674b9fc9cec4e2
+      size: 6022371
     - path: configs/config.yaml
       md5: 28c91b4608db6b4d5754223f44a81a31
       size: 453
@@ -78,22 +78,22 @@ stages:
       size: 979
     params:
       params.yaml:
-        train.min_split: 15
-        train.n_est: 90
+        train.min_split: 8
+        train.n_est: 50
         train.seed: 2021
     outs:
     - path: artifacts/model/model.pkl
-      md5: 4b3bb3594dd6624b63693725d867c480
-      size: 2824848
+      md5: cdaa5504b5f2614ba74f425f51bcffdf
+      size: 1561856
   evaluate:
     cmd: python src/stage_04_evaluate.py --config=configs/config.yaml
     deps:
     - path: artifacts/features/test.pkl
-      md5: f6a6c8a2352365219ffc434d00b4a84b
-      size: 3288843
+      md5: ad9204c1561731af2145a5b88566c86d
+      size: 4038011
     - path: artifacts/model/model.pkl
-      md5: 4b3bb3594dd6624b63693725d867c480
-      size: 2824848
+      md5: cdaa5504b5f2614ba74f425f51bcffdf
+      size: 1561856
     - path: configs/config.yaml
       md5: 28c91b4608db6b4d5754223f44a81a31
       size: 453
@@ -105,13 +105,13 @@ stages:
       size: 979
     outs:
     - path: prc.json
-      md5: 0d761afa74bae2abceaca8bae7950d88
-      size: 120294
+      md5: 241f6802f84daec376489c26d40097d1
+      size: 121168
     - path: roc.json
-      md5: faaee60a13c6ec5541703cf0b38b4de8
-      size: 137422
+      md5: 5af332e5de4e38a47ff0afaedc7879d8
+      size: 108163
     - path: scores.json
-      md5: 209d9b96ab6148d2ff9993b0b7469971
+      md5: 61283365d3ef1e536f45ac60d96238e5
       size: 76
   run_plots_command:
     cmd: dvc plots diff