Run
8895020

Run 8895020

Task 3840 (Supervised Classification) letter Uploaded 28-03-2018 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
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12185.093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1092
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5528
Cross-validation details (10-fold Crossvalidation)