Run
8892291

Run 8892291

Task 3588 (Supervised Classification) pol 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
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9165
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10970.7804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4463
Cross-validation details (10-fold Crossvalidation)
Number of instances
15000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.921
Cross-validation details (10-fold Crossvalidation)
Recall
0.9163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2834
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2626
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.556
Cross-validation details (10-fold Crossvalidation)