DEVELOPMENT... OpenML
Run
26171

Run 26171

Task 59 (Supervised Classification) iris Uploaded 07-10-2014 by Felicia West
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Flow

weka.SimpleCart(2)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(2)_M2.0
weka.SimpleCart(2)_N5
weka.SimpleCart(2)_C1.0
weka.SimpleCart(2)_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.

21 Evaluation measures

Area under ROC curve
0.9607
Per class
Build CPU time
0.0077
Build memory
142859696.8
F measure
0.94
Per class
Kappa
0.91
KB relative information score
135.2985
Mean absolute error
0.0512
Mean prior absolute error
0.4444
Number of instances
150
Per class
OS information
[Oracle Corporation, 1.7.0_67, x86_64, Mac OS X, 10.9.5]
Precision
0.9401
Per class
Predictive accuracy
0.94
Prior entropy
1.585
Recall
0.94
Per class
Relative absolute error
0.1152
Root mean prior squared error
0.4714
Root mean squared error
0.1956
Root relative squared error
0.415
SciMark benchmark
1691.1193[1021.51722370945521236.813252197729662.80359311080621360.7266485329124173.735665565586]