OpenML
8893161

Run 8893161

Task 146205 (Supervised Classification) led7 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
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1128.6031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1509
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10-fold Crossvalidation)
Number of instances
3200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.319
Cross-validation details (10-fold Crossvalidation)
Recall
0.7328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8519
Cross-validation details (10-fold Crossvalidation)