Run
8892557

Run 8892557

Task 3864 (Supervised Classification) sponge 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
0.9524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5103
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.2756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0739
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1545
Cross-validation details (10-fold Crossvalidation)
Number of instances
76
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9295
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4356
Cross-validation details (10-fold Crossvalidation)
Recall
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.478
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2699
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8935
Cross-validation details (10-fold Crossvalidation)