Run
8892407

Run 8892407

Task 3721 (Supervised Classification) bolts 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
0.8516
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6809
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.6378
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1587
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4571
Cross-validation details (10-fold Crossvalidation)
Number of instances
40
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3473
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3748
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7857
Cross-validation details (10-fold Crossvalidation)