Run
9190176

Run 9190176

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.7305 ± 0.0722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.712 ± 0.0633
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4213 ± 0.1266
Cross-validation details (10-fold Crossvalidation)
KB relative information score
118.7634 ± 2.9545
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.394 ± 0.0252
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.712 ± 0.0615
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.712 ± 0.0627
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.712 ± 0.0627
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7917 ± 0.051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4609 ± 0.0347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.924 ± 0.0699
Cross-validation details (10-fold Crossvalidation)