Loan-Prediction-EDA-ML
Loan-Prediction-EDA-ML
Table of Content
Libraries
Loading the Dataset
Data Preprocessing
Finding the null values
Data Cleaning
Exploratory Data Analysis
Machine Learning
Data Preprocessing pipline
ML pipline
Decision Tree
KNN
Naive Bayes
Logistic Regression
Random Forest
Gradient Boosting Classifier
Feature Engineering
Select KBest
Extra Trees Classifier
Correlation
Mutual Info Classifier
Model training by Correlation Features
Model training by Select KBest Features
Model training by Extra Trees Classifier Features
Model training by Mutual Info Classifier Features
Conclusion
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Posted Jan 28, 2024
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