#7; finish model fitting and tuning, add notebook-02

abhi8893 · Jul 2, 2021 · a2b89b1 · a2b89b1
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diff --git a/mlops/mpg-pred-end-to-end-ml/models/.keep b/mlops/mpg-pred-end-to-end-ml/models/.keep
diff --git a/mlops/mpg-pred-end-to-end-ml/notebooks/02-Model-Fitting-Hyperparamater-Tuning.ipynb b/mlops/mpg-pred-end-to-end-ml/notebooks/02-Model-Fitting-Hyperparamater-Tuning.ipynb
diff --git a/mlops/mpg-pred-end-to-end-ml/reports/extratrees_feature_importance.csv b/mlops/mpg-pred-end-to-end-ml/reports/extratrees_feature_importance.csv
@@ -0,0 +1,14 @@
+,feature,importance
+12,origin_3,0.20083576847734336
+11,origin_2,0.17060922321284105
+0,cylinder,0.12698487175591056
+1,displacement,0.12239999942793195
+5,model_year,0.09633910660006512
+3,weight,0.0911721102947178
+2,horsepower,0.07676208086911002
+10,origin_1,0.05997616000408615
+9,acceleration_on_cylinder,0.01734199197848265
+4,acceleration,0.016107734148097033
+6,displacement_on_horsepower,0.011501569741050459
+7,weight_on_cylinder,0.0052970431506353145
+8,acceleration_on_horsepower,0.004672340339728447
diff --git a/mlops/mpg-pred-end-to-end-ml/reports/feature_importance.jpg b/mlops/mpg-pred-end-to-end-ml/reports/feature_importance.jpg
diff --git a/mlops/mpg-pred-end-to-end-ml/reports/mlmodel_comparison.jpg b/mlops/mpg-pred-end-to-end-ml/reports/mlmodel_comparison.jpg