Run
9190271

Run 9190271

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.6634 ± 0.0923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6211 ± 0.0925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.239 ± 0.1713
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.2807 ± 1.6858
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4473 ± 0.028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968 ± 0.0017
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6271 ± 0.1009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.628 ± 0.0801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.628 ± 0.0801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9003 ± 0.0562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984 ± 0.0017
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4831 ± 0.0297
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9693 ± 0.059
Cross-validation details (10-fold Crossvalidation)