DEVELOPMENT... OpenML
Run
169057

Run 169057

Task 219 (Supervised Classification) electricity 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
0.9303
Per class
F measure
0.9081
Per class
Kappa
0.812
KB relative information score
35221.9296
Mean absolute error
0.1132
Mean prior absolute error
0.4886
Number of instances
45312
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.9081
Per class
Predictive accuracy
0.9081
Prior entropy
0.9835
Recall
0.9081
Per class
Relative absolute error
0.2316
Root mean prior squared error
0.4943
Root mean squared error
0.2843
Root relative squared error
0.5752
SciMark benchmark
1028.5889
UserCPU time millis
2790
UserCPU time millis testing
30
UserCPU time millis training
2760