Run
1666025

Run 1666025

Task 9964 (Supervised Classification) semeion Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.SimpleCart(4)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(4)_M2.0
weka.SimpleCart(4)_N5
weka.SimpleCart(4)_C1.0
weka.SimpleCart(4)_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.

17 Evaluation measures

Area under ROC curve
0.8929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1131.5951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0643
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.7495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.357
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6914
Cross-validation details (10-fold Crossvalidation)