DEVELOPMENT... OpenML
Run
103904

Run 103904

Task 237 (Supervised Classification) audiology 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
0.9229
Per class
Build CPU time
0.724
Build memory
19190200
F measure
0.5991
Per class
Kappa
0.611
KB relative information score
40.4358
Mean absolute error
0.0419
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5658
Per class
Predictive accuracy
0.6622
Prior entropy
3.6349
Recall
0.6622
Per class
Relative absolute error
0.5688
Root mean prior squared error
0.1925
Root mean squared error
0.1386
Root relative squared error
0.7199
SciMark benchmark
946.05