Run
8861958

Run 8861958

Task 3746 (Supervised Classification) pollution 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
0.8637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35.096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2173
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4995
Cross-validation details (10-fold Crossvalidation)
Number of instances
60
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9992
Cross-validation details (10-fold Crossvalidation)
Recall
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3597
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7198
Cross-validation details (10-fold Crossvalidation)