DEVELOPMENT... OpenML
Run
169557

Run 169557

Task 2956 (Supervised Classification) BNG(cmc) 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
0.7054
Per class
F measure
0.5599
Per class
Kappa
0.317
KB relative information score
138514.2063
Mean absolute error
0.3581
Mean prior absolute error
0.4307
Number of instances
552960
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.5595
Per class
Predictive accuracy
0.561
Prior entropy
1.5387
Recall
0.561
Per class
Relative absolute error
0.8314
Root mean prior squared error
0.4641
Root mean squared error
0.4443
Root relative squared error
0.9574
SciMark benchmark
1066.833
UserCPU time millis
3780
UserCPU time millis testing
60
UserCPU time millis training
3720