Run
181629

Run 181629

Task 1923 (Supervised Classification) spambase 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
0.9412
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9235
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8395
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
36130.1516
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1098
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
46010
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
0.9235
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9236
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9236
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.2299
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2622
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5366
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1355.7054
UserCPU time millis
2450
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
2450
Cross-validation details (10 times 10-fold Crossvalidation)