Run
10417277

Run 10417277

Task 190406 (Supervised Classification) epiparo_extract Uploaded 23-10-2019 by Gabriel Ferrettini
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-NaiveBayes.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
0.6072 ± 0.129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5919 ± 0.0513
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1652 ± 0.2139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-0.1112 ± 0.1609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2883 ± 0.038
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.247 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Number of instances
223
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6147 ± 0.0291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6099 ± 0.1086
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.1664 ± 0.0564
Cross-validation details (10-fold Crossvalidation)
Recall
0.6099 ± 0.1086
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.1672 ± 0.1589
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3498 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3702 ± 0.0296
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0583 ± 0.0907
Cross-validation details (10-fold Crossvalidation)