Run
9190264

Run 9190264

Task 3654 (Supervised Classification) fri_c1_100_10 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
0.7206 ± 0.1839
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6892 ± 0.1374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3755 ± 0.286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.6549 ± 1.7368
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3825 ± 0.0789
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6896 ± 0.1448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.69 ± 0.137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.69 ± 0.137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7677 ± 0.1591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991 ± 0.0029
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4708 ± 0.0866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9434 ± 0.1742
Cross-validation details (10-fold Crossvalidation)