Run
8893124

Run 8893124

Task 146064 (Supervised Classification) monks-problems-1 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
0.7334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7051
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.8835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3526
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
556
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7437
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.714
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.714
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7053
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4228
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8457
Cross-validation details (10-fold Crossvalidation)