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ZeusCodes-Official / DS-Olympus-

This repo will serve as the main file for project "DS Olympus".
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Titanic_ Survival _Prediction #75

Closed harshita9621 closed 3 years ago

harshita9621 commented 3 years ago

fixes #44

About the data

Accuracy of different models used

By using Logistic Regression I got 

    test accuracy score of  Logistic Regression =  0.8188755470766468

By using Random Forest Classifier I got 

    test accuracy score of Random Forest =  0.8340807174887892

By using Decision Tree Classifier I got 

    test accuracy score of Decision Tree =  0.8071748878923767

By using Support Vector Classifier I got 

    test accuracy score of Support Vector Classifier =  0.8116591928251121

By using GradientBoostingClassifier I got 

    test accuracy score of GradientBoostingClassifier =  0.8430493273542601

By using AdaBoostClassifier I got 

    test accuracy score of  AdaBoostClassifier = 0.8251121076233184

By using KNN I got 

    test accuracy score of KNN =  0.8071748878923767

By using VotingClassifier I got 

    test accuracy score of VotingClassifier =  0.852

By using SGDClassifier I got 

    test accuracy score of SGDClassifier =  0.7847533632286996
dethebera commented 3 years ago

@harshita9621 You need to change the name of your folder camelCase(start with small letter and no spaces, no underscores "_")