Run
8869740

Run 8869740

Task 146204 (Supervised Classification) led24 Uploaded 01-03-2018 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
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7167
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1068.229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1532
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
3200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7184
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3207
Cross-validation details (10-fold Crossvalidation)
Recall
0.7184
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8646
Cross-validation details (10-fold Crossvalidation)