DEVELOPMENT... OpenML
Run
181936

Run 181936

Task 3696 (Supervised Classification) autoMpg 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
0.9465
Per class
F measure
0.9195
Per class
Kappa
0.8386
KB relative information score
317.6946
Mean absolute error
0.1075
Mean prior absolute error
0.4987
Number of instances
398
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9197
Per class
Predictive accuracy
0.9196
Prior entropy
0.9982
Recall
0.9196
Per class
Relative absolute error
0.2155
Root mean prior squared error
0.4994
Root mean squared error
0.2608
Root relative squared error
0.5223
SciMark benchmark
1354.2491
UserCPU time millis
40
UserCPU time millis training
40