Run
9190174

Run 9190174

Task 3732 (Supervised Classification) fri_c4_100_25 Uploaded 18-04-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using 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
0.7697 ± 0.1563
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6804 ± 0.1512
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3579 ± 0.3149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33.7871 ± 2.2909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3328 ± 0.1031
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4969 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6813 ± 0.1604
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.68 ± 0.1476
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9956
Cross-validation details (10-fold Crossvalidation)
Recall
0.68 ± 0.1476
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6698 ± 0.2115
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4686 ± 0.1056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9403 ± 0.2162
Cross-validation details (10-fold Crossvalidation)