MLProject_TeessideUni

Predicting the survival rate of Lung Cancer Patients using Machine Learning Algorithms

Name		Name	Last commit message	Last commit date
Latest commit History 328 Commits
Final Report		Final Report
New Results		New Results
Research		Research
Alpha values LUSC Lasso.docx		Alpha values LUSC Lasso.docx
CV_Elastic_Net_Regression_LUAD_updated.ipynb		CV_Elastic_Net_Regression_LUAD_updated.ipynb
CV_Elastic_Net_Regression_LUSC_updated.ipynb		CV_Elastic_Net_Regression_LUSC_updated.ipynb
CV_Lasso_Net_Regression_LUAD_250_gene.ipynb		CV_Lasso_Net_Regression_LUAD_250_gene.ipynb
CV_Lasso_Net_Regression_LUSC_250_gene.ipynb		CV_Lasso_Net_Regression_LUSC_250_gene.ipynb
CV_Ridge_LUAD_250_genes.ipynb		CV_Ridge_LUAD_250_genes.ipynb
CV_Ridge_LUSC_250_genes.ipynb		CV_Ridge_LUSC_250_genes.ipynb
Confusion_matrix_LUAD.ipynb		Confusion_matrix_LUAD.ipynb
Confusion_matrix_LUSC.ipynb		Confusion_matrix_LUSC.ipynb
Copy_of_Feature_Selection(Random_Forest),_ElasticNet,ridge,Lasso_on_LUAD-Copy1.ipynb		Copy_of_Feature_Selection(Random_Forest),_ElasticNet,ridge,Lasso_on_LUAD-Copy1.ipynb
Copy_of_Feature_Selection(Random_Forest),_ElasticNet,ridge,Lasso_on_LUAD.ipynb		Copy_of_Feature_Selection(Random_Forest),_ElasticNet,ridge,Lasso_on_LUAD.ipynb
Copy_of_Neural_Network_Regression_LUAD_with_Forest_Regressor.ipynb		Copy_of_Neural_Network_Regression_LUAD_with_Forest_Regressor.ipynb
Cox_lifelines.ipynb		Cox_lifelines.ipynb
Cox_lifelines_LUAD_200_DepthNone.ipynb		Cox_lifelines_LUAD_200_DepthNone.ipynb
Cox_lifelines_LUAD_250_DepthNone.ipynb		Cox_lifelines_LUAD_250_DepthNone.ipynb
Cox_lifelines_LUAD_250_RandomDepth.ipynb		Cox_lifelines_LUAD_250_RandomDepth.ipynb
Cox_lifelines_LUSC_250.ipynb		Cox_lifelines_LUSC_250.ipynb
Elastic Net Regression (gene selction with no depth).ipynb		Elastic Net Regression (gene selction with no depth).ipynb
Elastic Net Regression LUAD No gene selection.ipynb		Elastic Net Regression LUAD No gene selection.ipynb
Elastic Net Regression LUAD updated.ipynb		Elastic Net Regression LUAD updated.ipynb
Elastic Net Regression LUSC No gene selection.ipynb		Elastic Net Regression LUSC No gene selection.ipynb
Elastic Net Regression LUSC updated.ipynb		Elastic Net Regression LUSC updated.ipynb
Elastic Net regression luad.docx		Elastic Net regression luad.docx
Elastic Net regression lusc.docx		Elastic Net regression lusc.docx
Feature Selection using Random Forest LUAD.ipynb		Feature Selection using Random Forest LUAD.ipynb
Feature Selection using Random Forest LUSC.ipynb		Feature Selection using Random Forest LUSC.ipynb
Imputation (1).ipynb		Imputation (1).ipynb
Imputation.ipynb		Imputation.ipynb
KEY VALUES.docx		KEY VALUES.docx
LASSOCV on LUSC.ipynb		LASSOCV on LUSC.ipynb
LUAD cox without predictive variabeles.ipynb		LUAD cox without predictive variabeles.ipynb
LUAD results Ridge.docx		LUAD results Ridge.docx
LUAD results.docx		LUAD results.docx
LUAD_Ridge_Regression.ipynb		LUAD_Ridge_Regression.ipynb
LUSC Cox without Predictive features.ipynb		LUSC Cox without Predictive features.ipynb
LUSC ELASTIC NET ALL (2).ipynb		LUSC ELASTIC NET ALL (2).ipynb
LUSC results Ridge.docx		LUSC results Ridge.docx
LUSC results lasso.docx		LUSC results lasso.docx
LUSC results.docx		LUSC results.docx
LUSC_Ridge_Regression.ipynb		LUSC_Ridge_Regression.ipynb
Lasso LUSC.ipynb		Lasso LUSC.ipynb
Lasso Net Regression LUAD 250 gene.ipynb		Lasso Net Regression LUAD 250 gene.ipynb
Lasso Net Regression LUSC 250 gene.ipynb		Lasso Net Regression LUSC 250 gene.ipynb
Lasso Regression on LUAD.ipynb		Lasso Regression on LUAD.ipynb
Lasso Regression on LUSC.ipynb		Lasso Regression on LUSC.ipynb
Lasso clinical only LUAD (1).ipynb		Lasso clinical only LUAD (1).ipynb
Lasso clinical only LUSC (1).ipynb		Lasso clinical only LUSC (1).ipynb
Lasso gene only LUAD.ipynb		Lasso gene only LUAD.ipynb
Lasso gene only LUSC.ipynb		Lasso gene only LUSC.ipynb
Linear Regression LUAD Without Splitting .ipynb		Linear Regression LUAD Without Splitting .ipynb
Linear Regression LUAD by splitting data.ipynb		Linear Regression LUAD by splitting data.ipynb
Linear Regression LUSC by splitting data.ipynb		Linear Regression LUSC by splitting data.ipynb
Linear Regression LUSC without splitting .ipynb		Linear Regression LUSC without splitting .ipynb
Neural Network Regression LUAD.ipynb		Neural Network Regression LUAD.ipynb
Neural Network Regression LUSC.ipynb		Neural Network Regression LUSC.ipynb
Neural_Network_Regression_LUAD_on_250_Features_with_kernel_initialization.ipynb		Neural_Network_Regression_LUAD_on_250_Features_with_kernel_initialization.ipynb
Neural_Network_Regression_LUSC_on_200_Features.ipynb		Neural_Network_Regression_LUSC_on_200_Features.ipynb
Neural_Network_Regression_LUSC_on_250_Features.ipynb		Neural_Network_Regression_LUSC_on_250_Features.ipynb
PCA_LUAD_L.xlsx		PCA_LUAD_L.xlsx
PCA_LUSC_L.xlsx		PCA_LUSC_L.xlsx
README.md		README.md
Research Results		Research Results
Results_Supervised.docx		Results_Supervised.docx
Ridge - selected Genes+ clinical data LUSC.ipynb		Ridge - selected Genes+ clinical data LUSC.ipynb
Ridge LUAD.ipynb		Ridge LUAD.ipynb
Ridge LUSC.ipynb		Ridge LUSC.ipynb
Ridge clinical data only LUAD.ipynb		Ridge clinical data only LUAD.ipynb
Ridge clinical data only LUSC.ipynb		Ridge clinical data only LUSC.ipynb
Ridge genes + clinical LUAD.ipynb		Ridge genes + clinical LUAD.ipynb
Ridge genes data only LUAD.ipynb		Ridge genes data only LUAD.ipynb
Ridge genes data only LUSC.ipynb		Ridge genes data only LUSC.ipynb
SupportVectorRegression_LUAD_8K.ipynb		SupportVectorRegression_LUAD_8K.ipynb
corelation LUAD.ipynb		corelation LUAD.ipynb
corelation LUSC.ipynb		corelation LUSC.ipynb
cox luad.ipynb		cox luad.ipynb
cox lusc.ipynb		cox lusc.ipynb
elastic LUAD.docx		elastic LUAD.docx
elastic net regressoin LUAD (1).ipynb		elastic net regressoin LUAD (1).ipynb
elastic net regressoin LUSC.ipynb		elastic net regressoin LUSC.ipynb
forest_LUAD.ipynb		forest_LUAD.ipynb
silhouette Value by Survival Rate (2).ipynb		silhouette Value by Survival Rate (2).ipynb
updated		updated

zayeem00/MLProject_TeessideUni

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