Name: Loan Prediction With 3 Problem Statement
Creator: Kaggle
License: http://opendatacommons.org/licenses/dbcl/1.0/

About this Dataset

Loan Prediction With 3 Problem Statement

The data contains client loan data and whether there loan got approved or not.
The main goal is to find out loan approval prediction over testing data using model (created using training data)

Tables

Sample Submission

@kaggle.yashpaloswal_loan_prediction_with_3_problem_statement.sample_submission

6.75 kB
367 rows
3 columns

CREATE TABLE sample_submission (
  "unnamed_0" BIGINT  -- Unnamed: 0,
  "loan_id" VARCHAR,
  "loan_status" VARCHAR
);

Testing Set

@kaggle.yashpaloswal_loan_prediction_with_3_problem_statement.testing_set

15.57 kB
367 rows
12 columns

CREATE TABLE testing_set (
  "loan_id" VARCHAR,
  "gender" VARCHAR,
  "married" VARCHAR,
  "dependents" VARCHAR,
  "education" VARCHAR,
  "self_employed" VARCHAR,
  "applicantincome" BIGINT,
  "coapplicantincome" BIGINT,
  "loanamount" DOUBLE,
  "loan_amount_term" DOUBLE,
  "credit_history" DOUBLE,
  "property_area" VARCHAR
);

Training Set

@kaggle.yashpaloswal_loan_prediction_with_3_problem_statement.training_set

20.77 kB
614 rows
13 columns

CREATE TABLE training_set (
  "loan_id" VARCHAR,
  "gender" VARCHAR,
  "married" VARCHAR,
  "dependents" VARCHAR,
  "education" VARCHAR,
  "self_employed" VARCHAR,
  "applicantincome" DOUBLE,
  "coapplicantincome" DOUBLE,
  "loanamount" DOUBLE,
  "loan_amount_term" DOUBLE,
  "credit_history" DOUBLE,
  "property_area" VARCHAR,
  "loan_status" VARCHAR
);