Run
8893127

Run 8893127

Task 146066 (Supervised Classification) monks-problems-3 Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.kf

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
0.9802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
483.0167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0714
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992
Cross-validation details (10-fold Crossvalidation)
Number of instances
554
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9621
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.143
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3643
Cross-validation details (10-fold Crossvalidation)