Run
181499

Run 181499

Task 283 (Supervised Classification) vehicle Uploaded 25-02-2015 by Joaquin Vanschoren
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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
0.8413
Per class
Cross-validation details (33% Holdout set)
F measure
0.6523
Per class
Cross-validation details (33% Holdout set)
Kappa
0.5582
Cross-validation details (33% Holdout set)
KB relative information score
156.1308
Cross-validation details (33% Holdout set)
Mean absolute error
0.1953
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3748
Cross-validation details (33% Holdout set)
Number of instances
279
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6616
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.6667
Cross-validation details (33% Holdout set)
Prior entropy
1.9991
Cross-validation details (33% Holdout set)
Recall
0.6667
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5211
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4328
Cross-validation details (33% Holdout set)
Root mean squared error
0.3543
Cross-validation details (33% Holdout set)
Root relative squared error
0.8185
Cross-validation details (33% Holdout set)
SciMark benchmark
1361.1055
UserCPU time millis
120
Cross-validation details (33% Holdout set)
UserCPU time millis training
120
Cross-validation details (33% Holdout set)