Run
8892200

Run 8892200

Task 3485 (Supervised Classification) scene 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
0.9208
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1277.2248
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1234
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9132
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4195
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6758
Cross-validation details (10-fold Crossvalidation)