OpenML
8892380

Run 8892380

Task 3681 (Supervised Classification) puma8NH 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
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4137.0022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2654
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8219
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8219
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7514
Cross-validation details (10-fold Crossvalidation)