Run
9190278

Run 9190278

Task 146216 (Supervised Classification) threeOf9 Uploaded 19-04-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-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
0.8969 ± 0.0243
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8081 ± 0.0359
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6138 ± 0.0725
Cross-validation details (10-fold Crossvalidation)
KB relative information score
201.2388 ± 2.1136
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3216 ± 0.0195
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4975 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Number of instances
512
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8088 ± 0.0357
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8086 ± 0.0356
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9965
Cross-validation details (10-fold Crossvalidation)
Recall
0.8086 ± 0.0356
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6463 ± 0.0391
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988 ± 0.0006
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3731 ± 0.0167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.748 ± 0.0336
Cross-validation details (10-fold Crossvalidation)