Run
427444

Run 427444

Task 1793 (Supervised Classification) credit-approval Uploaded 09-05-2015 by Joaquin Vanschoren
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Flow

weka.RealAdaBoost_DecisionStump(2)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.RealAdaBoost_DecisionStump(2)_P100
weka.RealAdaBoost_DecisionStump(2)_H1.0
weka.RealAdaBoost_DecisionStump(2)_S1
weka.RealAdaBoost_DecisionStump(2)_I80
weka.RealAdaBoost_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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

0.9047
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.8388
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.6742
Cross-validation details (5 times 2-fold Crossvalidation)
2124.4628
Cross-validation details (5 times 2-fold Crossvalidation)
0.196
Cross-validation details (5 times 2-fold Crossvalidation)
0.494
Cross-validation details (5 times 2-fold Crossvalidation)
3450
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
0.8393
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.8386
Cross-validation details (5 times 2-fold Crossvalidation)
0.9913
Cross-validation details (5 times 2-fold Crossvalidation)
0.8386
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.3968
Cross-validation details (5 times 2-fold Crossvalidation)
0.497
Cross-validation details (5 times 2-fold Crossvalidation)
0.3475
Cross-validation details (5 times 2-fold Crossvalidation)
0.6992
Cross-validation details (5 times 2-fold Crossvalidation)
926.5859
50
Cross-validation details (5 times 2-fold Crossvalidation)
10
40
Cross-validation details (5 times 2-fold Crossvalidation)