DEVELOPMENT... OpenML
Run
26374

Run 26374

Task 35 (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
0.9756
Per class
Build CPU time
0.0034
Build memory
161842007.3224
F measure
0.9344
Per class
Kappa
0.9179
KB relative information score
336.1575
Mean absolute error
0.0264
Mean prior absolute error
0.2664
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
0.9348
Per class
Predictive accuracy
0.9344
Prior entropy
2.4378
Recall
0.9344
Per class
Relative absolute error
0.0989
Root mean prior squared error
0.3649
Root mean squared error
0.1385
Root relative squared error
0.3795
SciMark benchmark
944.4005