Run
8859561

Run 8859561

Task 3491 (Supervised Classification) hayes-roth 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
0.6274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5151
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2415
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1.1748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.345
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5154
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5188
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.5188
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.078
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0258
Cross-validation details (10-fold Crossvalidation)