Run
20579

Run 20579

Task 9 (Supervised Classification) autos Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.SimpleCart(1)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(1)_C1.0
weka.SimpleCart(1)_M2.0
weka.SimpleCart(1)_N5
weka.SimpleCart(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8672
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7124
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6274
Cross-validation details (10-fold Crossvalidation)
KB relative information score
133.1142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0893
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7139
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.7122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7951
Cross-validation details (10-fold Crossvalidation)