DEVELOPMENT... OpenML
Run
92542

Run 92542

Task 3725 (Supervised Classification) auto93 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
0.8453
Per class
Build CPU time
0.0014
Build memory
168581807.828
F measure
0.7766
Per class
Kappa
0.5322
KB relative information score
43.3509
Mean absolute error
0.2491
Mean prior absolute error
0.4701
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7836
Per class
Predictive accuracy
0.7742
Prior entropy
0.9573
Recall
0.7742
Per class
Relative absolute error
0.5299
Root mean prior squared error
0.4845
Root mean squared error
0.4134
Root relative squared error
0.8534
SciMark benchmark
927.6633