Run
181520

Run 181520

Task 1779 (Supervised Classification) breast-w 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
0.9376
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9398
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8669
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
2896.1442
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0802
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
3495
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9399
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9396
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9396
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.1774
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2367
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.498
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1327.6929
UserCPU time millis
30
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (5 times 2-fold Crossvalidation)