Run
1815920

Run 1815920

Task 9908 (Supervised Classification) autoUniv-au4-2500 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
0.6159
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5075
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1759
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-92.7809
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4201
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5596
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.5596
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1071
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0377
Cross-validation details (10-fold Crossvalidation)