Run
8869576

Run 8869576

Task 145855 (Supervised Classification) ozone-level-8hr 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
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-664.7479
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0896
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9252
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9234
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9475
Cross-validation details (10-fold Crossvalidation)