Loan Prediction Classification Dataset

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

@kaggle.jsonali2003_loan_prediction_classification_dataset

Table List

3 tables(39.56 KB)

Output

Test

Train

Test

@kaggle.jsonali2003_loan_prediction_classification_dataset.test

15.21 KB
367 rows
12 columns

loan_id Loan ID	gender Gender	married Married	dependents Dependents	education Education	self_employed Self Employed	applicantincome ApplicantIncome	coapplicantincome CoapplicantIncome	loanamount LoanAmount	loan_amount_term Loan Amount Term	credit_history Credit History	property_area Property Area
LP001015	Male	Yes	0	Graduate	No	5720		110	360	1	Urban
LP001022	Male	Yes	1	Graduate	No	3076	1500	126	360	1	Urban
LP001031	Male	Yes	2	Graduate	No	5000	1800	208	360	1	Urban
LP001035	Male	Yes	2	Graduate	No	2340	2546	100	360		Urban
LP001051	Male	No	0	Not Graduate	No	3276		78	360	1	Urban
LP001054	Male	Yes	0	Not Graduate	Yes	2165	3422	152	360	1	Urban
LP001055	Female	No	1	Not Graduate	No	2226		59	360	1	Semiurban
LP001056	Male	Yes	2	Not Graduate	No	3881		147	360		Rural
LP001059	Male	Yes	2	Graduate	nan	13633		280	240	1	Urban
LP001067	Male	No	0	Not Graduate	No	2400	2400	123	360	1	Semiurban


CREATE TABLE test (
  "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
);