Ensemble-learning-on-Loan-prediction

Using the loan prediction data gotten from analytics vidhya hackathon I made use of the ensemble algorithm XGBOOST, Random Forest and ADABOOST to try and predict loan approval. You can read more on this on my blog.https://datasciencewithfiddy.wordpress.com/2020/12/22/using-ensemble-methods-to-predict-loans/

ALGROITHM USED

XGBOOST ADABOOST RANDOM FOREST

LIBRARIES

SKLEARN NUMPY SCIPY NUMPY XGBOOST SEABORN MATPLOTLIB

EVALUATION METRICS

CLASSIFICATION REPORT[SPECIFITY,SENSITIVITY, ACCUARCY, F1 SCORE] ROC AUC GRID SEARCH CV