DEVELOPMENT... OpenML
Run
103839

Run 103839

Task 259 (Supervised Classification) credit-approval Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.9393
Per class
Build CPU time
0.146
Build memory
639742856
F measure
0.8808
Per class
Kappa
0.7612
KB relative information score
127.8975
Mean absolute error
0.2403
Mean prior absolute error
0.4978
Number of instances
227
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8822
Per class
Predictive accuracy
0.8811
Prior entropy
0.9913
Recall
0.8811
Per class
Relative absolute error
0.4828
Root mean prior squared error
0.5008
Root mean squared error
0.3177
Root relative squared error
0.6344
SciMark benchmark
915.0385