DEVELOPMENT... OpenML
Run
26546

Run 26546

Task 265 (Supervised Classification) dermatology 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
0.9865
Per class
Build CPU time
0.012
Build memory
1101517272
F measure
0.9503
Per class
Kappa
0.9366
KB relative information score
110.9169
Mean absolute error
0.0202
Mean prior absolute error
0.2653
Number of instances
120
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9547
Per class
Predictive accuracy
0.95
Prior entropy
2.4378
Recall
0.95
Per class
Relative absolute error
0.0763
Root mean prior squared error
0.3633
Root mean squared error
0.1141
Root relative squared error
0.3141
SciMark benchmark
908.7339

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