DEVELOPMENT... OpenML
Run
181570

Run 181570

Task 1889 (Supervised Classification) autos 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
0.8777
Per class
F measure
0.7284
Per class
Kappa
0.6501
KB relative information score
1334.34
Mean absolute error
0.0879
Mean prior absolute error
0.2209
Number of instances
2050
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7299
Per class
Predictive accuracy
0.7317
Prior entropy
2.3268
Recall
0.7317
Per class
Relative absolute error
0.3979
Root mean prior squared error
0.3318
Root mean squared error
0.254
Root relative squared error
0.7655
SciMark benchmark
825.5282
UserCPU time millis
100
UserCPU time millis training
100