DEVELOPMENT... OpenML
Run
92110

Run 92110

Task 3873 (Supervised Classification) dermatology 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
0.9953
Per class
Build CPU time
0.0013
Build memory
442642665.7705
F measure
0.9837
Per class
Kappa
0.9618
KB relative information score
345.774
Mean absolute error
0.0236
Mean prior absolute error
0.4251
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.984
Per class
Predictive accuracy
0.9836
Prior entropy
0.8898
Recall
0.9836
Per class
Relative absolute error
0.0556
Root mean prior squared error
0.4608
Root mean squared error
0.1243
Root relative squared error
0.2697
SciMark benchmark
940.3415