Run
9190273

Run 9190273

Task 3780 (Supervised Classification) fri_c1_1000_25 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
0.7108 ± 0.0422
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6429 ± 0.0332
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2782 ± 0.068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
179.8858 ± 3.6485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4156 ± 0.0153
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6432 ± 0.0339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.645 ± 0.0327
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.645 ± 0.0327
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8382 ± 0.0314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979 ± 0.0005
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4658 ± 0.0162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9356 ± 0.033
Cross-validation details (10-fold Crossvalidation)