DEVELOPMENT... OpenML
Run
182002

Run 182002

Task 3708 (Supervised Classification) house_8L 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
0.9134
Per class
F measure
0.8739
Per class
Kappa
0.6928
KB relative information score
13335.3349
Mean absolute error
0.177
Mean prior absolute error
0.4168
Number of instances
22784
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8741
Per class
Predictive accuracy
0.8763
Prior entropy
0.8764
Recall
0.8763
Per class
Relative absolute error
0.4248
Root mean prior squared error
0.4565
Root mean squared error
0.3107
Root relative squared error
0.6807
SciMark benchmark
1355.7054
UserCPU time millis
4620
UserCPU time millis training
4620