Dataset: Dataset For Random Forest Regression

About this Dataset

Dataset For Random Forest Regression

This dataset contains records related to bank loan applications. It includes customer demographic details, loan application details, and approval status. The dataset is suitable for building models to predict loan approvals based on customer data.

Columns:

Customer-related information (e.g., Income, Age, Experience, Education Level)
Loan-related details (e.g., Loan Amount, Mortgage, Securities Account)
Target Variable: Personal.Loan (1: Approved, 0: Rejected)

Tables

Bankloan

@kaggle.mitgandhi10_dataset_for_random_forest_regression.bankloan

74.13 KB
5000 rows
14 columns


CREATE TABLE bankloan (
  "id" BIGINT,
  "age" BIGINT,
  "experience" BIGINT,
  "income" BIGINT,
  "zip_code" BIGINT,
  "family" BIGINT,
  "ccavg" DOUBLE,
  "education" BIGINT,
  "mortgage" BIGINT,
  "personal_loan" BIGINT,
  "securities_account" BIGINT,
  "cd_account" BIGINT,
  "online" BIGINT,
  "creditcard" BIGINT
);