DEVELOPMENT... OpenML
Run
181476

Run 181476

Task 265 (Supervised Classification) dermatology Uploaded 25-02-2015 by Felicia West
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Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

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.

22 Evaluation measures

Area under ROC curve
0.9748
Per class
F measure
0.9414
Per class
Kappa
0.9258
KB relative information score
108.2334
Mean absolute error
0.0254
Mean prior absolute error
0.2653
Number of instances
120
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9457
Per class
Predictive accuracy
0.9417
Prior entropy
2.4378
Recall
0.9417
Per class
Relative absolute error
0.0958
Root mean prior squared error
0.3633
Root mean squared error
0.137
Root relative squared error
0.3771
SciMark benchmark
1346.9602
UserCPU time millis
260
UserCPU time millis training
260