Run
1813188

Run 1813188

Task 3962 (Supervised Classification) OVA_Breast Uploaded 20-08-2016 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
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9492
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8523
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1192.0421
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0814
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3464
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7656
Cross-validation details (10-fold Crossvalidation)
Recall
0.9495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2349
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.416
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5178
Cross-validation details (10-fold Crossvalidation)