Run
8887499

Run 8887499

Task 3601 (Supervised Classification) cpu_small Uploaded 26-03-2018 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
0.8738
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4853.0642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1742
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.871
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.871
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3363
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7322
Cross-validation details (10-fold Crossvalidation)
Total cost