Run
8864128

Run 8864128

Task 3949 (Supervised Classification) teachingAssistant Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-SMO(1)A Weka KnowledgeFlow using AdaBoostM1-SMO.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
0.7277
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6096
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.8029
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3156
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6093
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.6093
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7104
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.964
Cross-validation details (10-fold Crossvalidation)