DEVELOPMENT... OpenML
Run
26663

Run 26663

Task 1777 (Supervised Classification) breast-cancer Uploaded 08-10-2014 by Felicia West
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Flow

weka.J48(3)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(3)_C0.25
weka.J48(3)_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
0.598
Per class
Build CPU time
0.001
Build memory
1126184080
F measure
0.6786
Per class
Kappa
0.196
KB relative information score
125.3673
Mean absolute error
0.3801
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6868
Per class
Predictive accuracy
0.7175
Prior entropy
0.8796
Recall
0.7175
Per class
Relative absolute error
0.9088
Root mean prior squared error
0.457
Root mean squared error
0.4548
Root relative squared error
0.9952
SciMark benchmark
925.5458