DEVELOPMENT... OpenML
Run
12709

Run 12709

Task 29 (Supervised Classification) credit-approval Uploaded 22-05-2014 by Felicia West
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K4
weka.IBk(1)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9037
Per class
F measure
0.8569
Per class
Kappa
0.7122
KB relative information score
428
Mean absolute error
0.1955
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8604
Per class
Predictive accuracy
0.8565
Prior entropy
0.9913
Recall
0.8565
Per class
Relative absolute error
0.3959
Root mean prior squared error
0.497
Root mean squared error
0.3395
Root relative squared error
0.6832
SciMark benchmark
917.6034[566.8640543196543871.925422000862482.58056402979616908.32981910425011758.3171307218695]