DEVELOPMENT... OpenML
Run
169116

Run 169116

Task 1790 (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
0.9898
Per class
F measure
0.9536
Per class
Kappa
0.9335
KB relative information score
59827.3727
Mean absolute error
0.0229
Mean prior absolute error
0.273
Number of instances
64800
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.9532
Per class
Predictive accuracy
0.9547
Prior entropy
1.7176
Recall
0.9547
Per class
Relative absolute error
0.0838
Root mean prior squared error
0.3695
Root mean squared error
0.1194
Root relative squared error
0.3231
SciMark benchmark
1054.3694
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20