Run
1665949

Run 1665949

Task 23 (Supervised Classification) cmc Uploaded 20-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.544
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2926
Cross-validation details (10-fold Crossvalidation)
KB relative information score
318.8593
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3659
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5465
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5465
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8493
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9321
Cross-validation details (10-fold Crossvalidation)