Run
423708

Run 423708

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)_I10
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

0.9093
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.8449
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.6865
Cross-validation details (5 times 2-fold Crossvalidation)
2138.5818
Cross-validation details (5 times 2-fold Crossvalidation)
0.1951
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]
0.8455
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.8446
Cross-validation details (5 times 2-fold Crossvalidation)
0.9913
Cross-validation details (5 times 2-fold Crossvalidation)
0.8446
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
0.395
Cross-validation details (5 times 2-fold Crossvalidation)
0.497
Cross-validation details (5 times 2-fold Crossvalidation)
0.3377
Cross-validation details (5 times 2-fold Crossvalidation)
0.6795
Cross-validation details (5 times 2-fold Crossvalidation)
929.0296
10
Cross-validation details (5 times 2-fold Crossvalidation)
10
Cross-validation details (5 times 2-fold Crossvalidation)