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FairML

FairML

Created 20-05-2020 by Hilde Weerts Visibility: public
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Original data from https://github.com/propublica/compas-analysis/ by ProPublica. The data was subsequently preprocessed and reduced to relevant features for classification. The target variable is…
0 runs0 likes1 downloads1 reach10 impact
5278 instances - 14 features - 2 classes - 0 missing values
Prediction task is to determine whether a person makes over 50K a year. Extraction was done by Barry Becker from the 1994 Census database. A set of reasonably clean records was extracted using the…
14257 runs1 likes25 downloads26 reach37 impact
48842 instances - 15 features - 2 classes - 6465 missing values
The data is related with direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. Often, more than one contact to the same client was…
65398 runs3 likes35 downloads38 reach30 impact
45211 instances - 17 features - 2 classes - 0 missing values
Title: Communities and Crime Abstract: Communities within the United States. The data combines socio-economic data from the 1990 US Census, law enforcement data from the 1990 US LEMAS survey, and…
0 runs1 likes3 downloads4 reach13 impact
1994 instances - 128 features - 0 classes - 39202 missing values
This dataset classifies people described by a set of attributes as good or bad credit risks. This dataset comes with a cost matrix: ``` Good Bad (predicted) Good 0 1 (actual) Bad 5 0 ``` It is worse…
505932 runs19 likes237 downloads256 reach28 impact
1000 instances - 21 features - 2 classes - 0 missing values