Run
8862685

Run 8862685

Task 3835 (Supervised Classification) squash-stored 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
0.8268
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4639
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.8663
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2549
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4936
Cross-validation details (10-fold Crossvalidation)
Number of instances
52
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7308
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.7308
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5164
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4967
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4914
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9894
Cross-validation details (10-fold Crossvalidation)