DEVELOPMENT... OpenML
Run
91959

Run 91959

Task 15 (Supervised Classification) breast-w Uploaded 08-12-2014 by Felicia West
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Flow

weka.J48(13)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(13)_C0.25
weka.J48(13)_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.

21 Evaluation measures

Area under ROC curve
0.9589
Per class
Build CPU time
0.0056
Build memory
47756260.784
F measure
0.9458
Per class
Kappa
0.8806
KB relative information score
593.6566
Mean absolute error
0.0699
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9463
Per class
Predictive accuracy
0.9456
Prior entropy
0.9297
Recall
0.9456
Per class
Relative absolute error
0.1546
Root mean prior squared error
0.4753
Root mean squared error
0.2204
Root relative squared error
0.4638
SciMark benchmark
922.5645