Project Pipeline Update

KalyanM45 · Feb 7, 2024 · c92a838 · c92a838
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commit c92a838
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Showing 36 changed files with 5,446 additions and 103,882 deletions.
diff --git a/Artifacts/.gitignore b/Artifacts/.gitignore
@@ -1,14 +1,25 @@
-Brain_Tumour/BrainModel.h5
-Breast_Cancer_Disease/BCancer_Model.pkl
-Breast_Cancer_Disease/BCancer_Preprocessor.pkl
-Diabetes_Disease/Diabetes_Model.pkl
-Diabetes_Disease/Diabetes_Preprocessor.pkl
-Heart_Disease/Heart_Model.pkl
-Heart_Disease/Heart_Preprocessor.pkl
-Kidney_Disease/Kidney_Model.h5
-Liver_Disease/Liver_Model.h5
-Lung_Disease/Lung_Model.h5
-Malaria_Disease/Malaria_Model.h5
-Ocular_Disease/Ocular_Model.h5
-Parkinson_Disease/Parkinson_Model.pkl
-Skin_Cancer/SkinCancer_Model.h5
+Breast_Cancer_Disease\BCancer_Model.pkl
+Breast_Cancer_Disease\BCancer_Preprocessor.pkl
+
+Diabetes_Disease\Diabetes_Model.pkl
+Diabetes_Disease\Diabetes_Preprocessor.pkl
+
+Heart_Disease\Heart_Model.pkl
+Heart_Disease\Heart_Preprocessor.pkl
+
+Parkinsons_Disease\Parkinson_Model.pkl
+Parkinsons_Disease\Parkinson_Preprocessor.pkl
+
+Brain_Tumour\BrainModel.h5
+
+Kidney_Disease\Kidney_Model.h5
+
+Liver_Disease\Liver_Model.h5
+
+Lung_Disease\Lung_Model.h5
+
+Malaria_Disease\Malaria_Model.h5
+
+Ocular_Disease\Ocular_Model.h5
+
+Skin_Cancer\SkinCancer_Model.h5
diff --git a/Artifacts/Breast_Cancer_Disease/BCancer_Model.pkl b/Artifacts/Breast_Cancer_Disease/BCancer_Model.pkl
diff --git a/Artifacts/Breast_Cancer_Disease/BCancer_Preprocessor.pkl b/Artifacts/Breast_Cancer_Disease/BCancer_Preprocessor.pkl
diff --git a/Artifacts/Heart_Disease/Heart_Model.pkl b/Artifacts/Heart_Disease/Heart_Model.pkl
diff --git a/Artifacts/Heart_Disease/Heart_Preprocessor.pkl b/Artifacts/Heart_Disease/Heart_Preprocessor.pkl
diff --git a/Artifacts/Malaria_Disease/Malaria_Model.h5 b/Artifacts/Malaria_Disease/Malaria_Model.h5
diff --git a/Artifacts/Parkinsons_Disease/Parkinson_Model.pkl b/Artifacts/Parkinsons_Disease/Parkinson_Model.pkl
diff --git a/Artifacts/Parkinsons_Disease/Parkinson_Preprocessor.pkl b/Artifacts/Parkinsons_Disease/Parkinson_Preprocessor.pkl
diff --git a/Artifacts/Parkinsons_Disease/Parkinsons_Result.csv b/Artifacts/Parkinsons_Disease/Parkinsons_Result.csv
@@ -0,0 +1,6 @@
+Model,Testing Accuracy,Precision,Recall,F1 Score
+Logistic Regression,0.8974358974358975,0.9333333333333333,0.9333333333333333,0.9333333333333333
+Naive Bayes,0.7435897435897436,1.0,0.6666666666666666,0.8
+XG Boost,0.7692307692307693,0.7692307692307693,1.0,0.8695652173913044
+Decision Tree,0.8974358974358975,0.9333333333333333,0.9333333333333333,0.9333333333333333
+Support Vector Machine,0.9230769230769231,0.9090909090909091,1.0,0.9523809523809523