Run
9190179

Run 9190179

Task 3730 (Supervised Classification) fri_c2_1000_50 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
0.7517 ± 0.0431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7593 ± 0.0354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5062 ± 0.071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
330.9713 ± 5.285
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3387 ± 0.0235
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4866 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7598 ± 0.0352
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.759 ± 0.036
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9806
Cross-validation details (10-fold Crossvalidation)
Recall
0.759 ± 0.036
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.696 ± 0.0481
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4932 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4476 ± 0.0266
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9074 ± 0.054
Cross-validation details (10-fold Crossvalidation)