Run
8860108

Run 8860108

Task 3561 (Supervised Classification) profb 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
0.7207
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6946
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3007
Cross-validation details (10-fold Crossvalidation)
KB relative information score
164.13
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3294
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Number of instances
672
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7024
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9188
Cross-validation details (10-fold Crossvalidation)
Recall
0.7024
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.741
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9739
Cross-validation details (10-fold Crossvalidation)