Data
Loan_Type

Loan_Type

active ARFF CC BY 4.0 Visibility: public Uploaded 06-12-2024 by Anna Wiewer
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The International Bank for Reconstruction and Development (IBRD) loans are public and publicly guaranteed debt extended by the World Bank Group. IBRD loans are made to, or guaranteed by, countries/economies that are members of IBRD. IBRD may also make loans to IFC. IBRD lends at market rates. Data are in U.S. dollars calculated using historical rates. This dataset contains the latest available snapshot of the Statement of Loans. The World Bank complies with all sanctions applicable to World Bank transactions.The dataset provides insights into loan types, statuses, financial amounts, and other relevant details. It is useful for classification tasks focused on predicting loan types.

7 features

Loan_Type (target)nominal11 unique values
0 missing
Loan_Statusnumeric11 unique values
0 missing
Interest_Ratenumeric460 unique values
100 missing
Original_Principal_Amount_(US$)numeric3453 unique values
0 missing
Cancelled_Amount_(US$)numeric4395 unique values
0 missing
Disbursed_Amount_(US$)numeric6772 unique values
0 missing
Repaid_to_IBRD_(US$)numeric6837 unique values
0 missing

19 properties

9217
Number of instances (rows) of the dataset.
7
Number of attributes (columns) of the dataset.
11
Number of distinct values of the target attribute (if it is nominal).
100
Number of missing values in the dataset.
100
Number of instances with at least one value missing.
6
Number of numeric attributes.
1
Number of nominal attributes.
0
Percentage of binary attributes.
1.08
Percentage of instances having missing values.
0.15
Percentage of missing values.
1
Average class difference between consecutive instances.
85.71
Percentage of numeric attributes.
0
Number of attributes divided by the number of instances.
14.29
Percentage of nominal attributes.
28.51
Percentage of instances belonging to the most frequent class.
2628
Number of instances belonging to the most frequent class.
0.02
Percentage of instances belonging to the least frequent class.
2
Number of instances belonging to the least frequent class.
0
Number of binary attributes.

1 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: Loan_Type
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