DEVELOPMENT... OpenML
Run
169038

Run 169038

Task 237 (Supervised Classification) audiology Uploaded 20-02-2015 by Jason
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Flow

weka.J48(28)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(28)_C0.25
weka.J48(28)_M2

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.

22 Evaluation measures

Area under ROC curve
0.892
Per class
F measure
0.6649
Per class
Kappa
0.6767
KB relative information score
48.5826
Mean absolute error
0.0274
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.6398
Per class
Predictive accuracy
0.7162
Prior entropy
3.6349
Recall
0.7162
Per class
Relative absolute error
0.3725
Root mean prior squared error
0.1925
Root mean squared error
0.1435
Root relative squared error
0.7455
SciMark benchmark
1054.3694
UserCPU time millis
10
UserCPU time millis testing
10