Run
8892816

Run 8892816

Task 14951 (Supervised Classification) eeg-eye-state Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-HoeffdingTree.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
0.7811
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7054
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4131
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4048.874
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.373
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7148
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7049
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.7049
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7538
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8825
Cross-validation details (10-fold Crossvalidation)