Run
1815946

Run 1815946

Task 10093 (Supervised Classification) banknote-authentication Uploaded 09-09-2016 by Jan van Rijn
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Flow

weka.MultiBoostAB_DecisionStump(4)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(4)_C3
weka.MultiBoostAB_DecisionStump(4)_P100
weka.MultiBoostAB_DecisionStump(4)_S1
weka.MultiBoostAB_DecisionStump(4)_I10
weka.MultiBoostAB_DecisionStump(4)_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.

17 Evaluation measures

Area under ROC curve
0.9525
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.867
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1023.2906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1246
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8706
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6353
Cross-validation details (10-fold Crossvalidation)