DEVELOPMENT... OpenML
Run
8651

Run 8651

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

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I3
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.8797
Per class
F measure
0.8261
Per class
Kappa
0.6479
KB relative information score
373.3995
Mean absolute error
0.2334
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
0.8261
Per class
Predictive accuracy
0.8261
Prior entropy
0.9913
Recall
0.8261
Per class
Relative absolute error
0.4725
Root mean prior squared error
0.497
Root mean squared error
0.3699
Root relative squared error
0.7442
SciMark benchmark
925.5183[564.4791872005297899.185671864677484.7593072718849914.03067367712611765.136766288487]