Run
8861747

Run 8861747

Task 3725 (Supervised Classification) auto93 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
0.7983
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.8325
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2134
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4701
Cross-validation details (10-fold Crossvalidation)
Number of instances
93
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7935
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9573
Cross-validation details (10-fold Crossvalidation)
Recall
0.7957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.454
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4845
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4518
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9326
Cross-validation details (10-fold Crossvalidation)