Run
18648

Run 18648

Task 32 (Supervised Classification) pendigits Uploaded 11-06-2014 by Joaquin Vanschoren
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Flow

weka.SimpleCart(1)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(1)_C1.0
weka.SimpleCart(1)_M2.0
weka.SimpleCart(1)_N5
weka.SimpleCart(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9552
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10484.3045
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0102
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9598
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0872
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2906
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.1824[552.32445985240691004.9308937848575481.28276544297296903.01064241690561754.3633351405556]