Run
8858908

Run 8858908

Task 40 (Supervised Classification) glass 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
0.7127
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.545
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.401
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.8521
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2243
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5342
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.5888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3249
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0014
Cross-validation details (10-fold Crossvalidation)