DEVELOPMENT... OpenML
Run
26643

Run 26643

Task 1768 (Supervised Classification) labor 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
0.7122
Per class
Build CPU time
0.0008
Build memory
19724850.0491
F measure
0.7756
Per class
Kappa
0.4966
KB relative information score
112.432
Mean absolute error
0.2812
Mean prior absolute error
0.457
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7844
Per class
Predictive accuracy
0.786
Prior entropy
0.9393
Recall
0.786
Per class
Relative absolute error
0.6153
Root mean prior squared error
0.4773
Root mean squared error
0.4372
Root relative squared error
0.916
SciMark benchmark
942.5722