DEVELOPMENT... OpenML
Run
169174

Run 169174

Task 1906 (Supervised Classification) nursery 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
0.9954
Per class
F measure
0.9709
Per class
Kappa
0.9579
KB relative information score
123189.9473
Mean absolute error
0.0152
Mean prior absolute error
0.273
Number of instances
129600
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.9707
Per class
Predictive accuracy
0.9713
Prior entropy
1.7176
Recall
0.9713
Per class
Relative absolute error
0.0556
Root mean prior squared error
0.3695
Root mean squared error
0.0945
Root relative squared error
0.2557
SciMark benchmark
1066.833
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10