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A Classification Problem which predicts if a loan will get approved or not.

Jupyter Notebook 97.30% Python 2.70%
machinelearning machine-learning machine-learning-algorithms loan-prediction-analysis loan-prediction-problem machinelearning-python machinelearningprojects machine-learning-tutorials machine-learning- jupyter-notebook jupyter-notebooks loan-application loan-default-prediction loan-prediction matpolotlib python python3 scikit-learn scikitlearn-machine-learning

loan-prediction-classification's Introduction

Loan-Prediction-Classification

A Classification Problem which predicts if a loan will get approved or not.

Dataset- The data has 615 rows and 13 columns.

Dataset Description-

Variable

Description

Loan_ID - Unique Loan ID

Gender - Male/ Female

Married- Applicant married (Y/N)

Dependents - Number of dependents

Education - Applicant Education (Graduate/ Under Graduate)

Self_Employed - Self employed (Y/N)

ApplicantIncome - Applicant income

CoapplicantIncome - Coapplicant income

LoanAmount - Loan amount in thousands

Loan_Amount_Term - Term of loan in months

Credit_History - credit history meets guidelines

Property_Area - Urban/ Semi Urban/ Rural

Loan_Status - Loan approved (Y/N)

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