Run
181573

Run 181573

Task 1895 (Supervised Classification) breast-w Uploaded 25-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9486
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9439
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8763
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
5826.9263
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0788
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
6990
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9443
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9438
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9438
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1743
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2269
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4773
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1321.6263
UserCPU time millis
30
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
30
Cross-validation details (10 times 10-fold Crossvalidation)