Final commit for the exercise 8

2021-05-16 15:12:06 +02:00 · 2021-05-16 15:12:06 +02:00 · b2447b18df
commit b2447b18df
parent 3cfbb7e703
95 changed files with 1550 additions and 193 deletions
--- a/Zadanie_08_MLflow.py
+++ b/Zadanie_08_MLflow.py
@ -14,11 +14,11 @@ import mlflow

 with mlflow.start_run():

-    batch_param = int(sys.argv[1]) if len(sys.argv) > 1 else 16
-    epoch_param = int(sys.argv[2]) if len(sys.argv) > 2 else 5
+    batch_param = 16 #int(sys.argv[1]) if len(sys.argv) > 1 else 16
+    epoch_param = 15 #int(sys.argv[2]) if len(sys.argv) > 2 else 15

-    #mlflow.log_param("batch_size: ", batch_param)
-    #mlflow.log_param("epochs: ", epoch_param)
+    mlflow.log_param("batch_size", batch_param)
+    mlflow.log_param("epochs", epoch_param)

    wine=pd.read_csv('train.csv')

@ -66,4 +66,4 @@ with mlflow.start_run():

    results = accuracy_score(yenc,y_pred)

-    #mlflow.log_metric("Accuracy: ", results)
+    mlflow.log_metric("Accuracy", results)
--- a/mlruns/0/14421fb3c92b4a8faab11d3188201f3d/tags/mlflow.gitRepoURL
+++ b/mlruns/0/14421fb3c92b4a8faab11d3188201f3d/tags/mlflow.gitRepoURL
@ -1 +0,0 @@
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+++ b/mlruns/0/14421fb3c92b4a8faab11d3188201f3d/tags/mlflow.project.entryPoint
@ -1 +0,0 @@
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--- a/mlruns/0/14421fb3c92b4a8faab11d3188201f3d/tags/mlflow.project.env
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@ -1 +0,0 @@
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+8.3,0.61,0.3,2.1,0.084,11.0,50.0,0.9972,3.4,0.61,10.2,6
+6.1,0.64,0.02,2.4,0.069,26.0,46.0,0.9935799999999999,3.47,0.45,11.0,5
+7.1,0.43,0.17,1.8,0.08199999999999999,27.0,51.0,0.99634,3.49,0.64,10.4,5
+8.0,0.6,0.08,2.6,0.055999999999999994,3.0,7.0,0.9928600000000001,3.22,0.37,13.0,5
+13.3,0.34,0.52,3.2,0.094,17.0,53.0,1.0014,3.05,0.81,9.5,6
+7.2,0.56,0.26,2.0,0.083,13.0,100.0,0.9958600000000001,3.26,0.52,9.9,5
+7.3,0.49,0.1,2.6,0.068,4.0,14.0,0.9956200000000001,3.3,0.47,10.5,5
--- a/train.csv
+++ b/train.csv
				`@ -1 +0,0 @@`
				`https://git.wmi.amu.edu.pl/s434788/ium_434788.git`
				`@ -1 +0,0 @@`
				`file://C:\Users\domstr2\Desktop\Git Repositories\ium_434788`