Data
Success-Rates-2

Success-Rates-2

active ARFF Publicly available Visibility: public Uploaded 25-11-2024 by B Gun
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The Success Rates Database details the performance of ADB projects and programs

63 features

aer_ratings_tag (target)nominal6 unique values
0 missing
country_regional_groupstring6 unique values
0 missing
country_classification__om__5_jan_2018_string5 unique values
0 missing
departmentstring6 unique values
0 missing
project_namestring1536 unique values
0 missing
modalitystring3 unique values
0 missing
mode_of_financial_assistancestring61 unique values
0 missing
modality__financing_string23 unique values
1566 missing
source_of_fundsstring195 unique values
0 missing
approved_amount__usd_mil_numeric706 unique values
0 missing
disbursed_amount__usd_mil_numeric1807 unique values
0 missing
signed__committed_amount__usd_mil_numeric1402 unique values
11 missing
approval_datenumeric31 unique values
0 missing
approval_yearnumeric31 unique values
0 missing
loan_grant_signingnumeric30 unique values
4 missing
loan_grant_effectivity__original_numeric0 unique values
2159 missing
loan_grant_effectivity__actual_numeric30 unique values
4 missing
closing_date__estimate__ctlnumeric25 unique values
3 missing
closing_date__actual___ctl_numeric24 unique values
3 missing
cofin__app_usd_mil_numeric288 unique values
842 missing
cofin__act_usd_mil_numeric379 unique values
851 missing
proj_cost__app_usd_mil_numeric900 unique values
974 missing
proj_cost__act_usd_mil_numeric1074 unique values
981 missing
primary_sector__pcs_2014_string11 unique values
0 missing
rrp_circulation_date__bod_numeric0 unique values
2159 missing
pcr_circulation_date__bod_numeric18 unique values
953 missing
pcr_overall_ratingstring6 unique values
0 missing
pcr_relevancestring6 unique values
0 missing
pcr_effectivenessstring6 unique values
0 missing
pcr_efficiencystring6 unique values
0 missing
pcr_sustainabilitystring6 unique values
0 missing
pcr_borrower_performancestring13 unique values
0 missing
pcr_ea_performancestring11 unique values
0 missing
pcr_adb_performancestring8 unique values
0 missing
pvr_circulation_datenumeric0 unique values
2159 missing
pvr_overall_ratingstring7 unique values
4 missing
pvr_relevancestring9 unique values
4 missing
pvr_effectivenessstring7 unique values
4 missing
pvr_efficiencystring7 unique values
4 missing
pvr_sustainabilitystring7 unique values
4 missing
pvr_borrower_performancestring12 unique values
4 missing
pvr_ea_performancestring10 unique values
4 missing
pvr_adb__performancestring9 unique values
4 missing
pcr_qualitystring6 unique values
10 missing
pper_circulation_date__bod_numeric17 unique values
2068 missing
pper_overall_ratingstring6 unique values
0 missing
pper_relevancestring5 unique values
0 missing
pper_effectivenessstring6 unique values
0 missing
pper_efficiencystring6 unique values
0 missing
pper_sustainabilitystring6 unique values
0 missing
pper_borrower_performancestring6 unique values
0 missing
pper_ea_performancestring6 unique values
0 missing
pper_adb_performancestring5 unique values
0 missing
source_of_latest_ratingstring3 unique values
0 missing
aer_reporting_yearnumeric17 unique values
0 missing
ied_overall_ratingnumeric1 unique values
2158 missing
ied_relevancenumeric1 unique values
2158 missing
ied_effectivenessnumeric1 unique values
2158 missing
ied_efficiencynumeric1 unique values
2158 missing
ied_sustainabilitynumeric1 unique values
2158 missing
ied_borrower_performancenumeric1 unique values
2158 missing
ied_ea_performancenumeric1 unique values
2158 missing
ied_adb_performancenumeric1 unique values
2158 missing
Show all 63 features

19 properties

NumberOfInstances
2159
Number of instances (rows) of the dataset.
NumberOfFeatures
63
Number of attributes (columns) of the dataset.
NumberOfClasses
6
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
32043
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
2159
Number of instances with at least one value missing.
NumberOfNumericFeatures
27
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
100
Percentage of instances having missing values.
AutoCorrelation
0.56
Average class difference between consecutive instances.
PercentageOfMissingValues
23.56
Percentage of missing values.
Dimensionality
0.03
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
42.86
Percentage of numeric attributes.
MajorityClassPercentage
46.6
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
1.59
Percentage of nominal attributes.
MajorityClassSize
1006
Number of instances belonging to the most frequent class.
MinorityClassPercentage
0.19
Percentage of instances belonging to the least frequent class.
MinorityClassSize
4
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

1 tasks

Supervised Classification on Success-Rates-2
0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: aer_ratings_tag
Define a new task