Run
9190178

Run 9190178

Task 3733 (Supervised Classification) fri_c2_500_10 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
0.741 ± 0.0612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7961 ± 0.0543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5839 ± 0.1099
Cross-validation details (10-fold Crossvalidation)
KB relative information score
183.2559 ± 3.543
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3285 ± 0.0303
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7963 ± 0.0548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.796 ± 0.0548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9851
Cross-validation details (10-fold Crossvalidation)
Recall
0.796 ± 0.0548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6708 ± 0.0625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.445 ± 0.0419
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8995 ± 0.0863
Cross-validation details (10-fold Crossvalidation)