Run
9539

Run 9539

Task 36 (Supervised Classification) segment Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.AdaBoostM1_DecisionStump(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_DecisionStump(1)_I20
weka.AdaBoostM1_DecisionStump(1)_P100
weka.AdaBoostM1_DecisionStump(1)_S1
weka.AdaBoostM1_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1927
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1667
Cross-validation details (10-fold Crossvalidation)
KB relative information score
717.6941
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2092
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
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
0.1902
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.2857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3236
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9247
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.4788[560.48863959327881015.5230404536866484.54051677983614910.22218605324211581.6198160243612]