Run
9190175

Run 9190175

Task 3755 (Supervised Classification) sleuth_case1201 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
0.9856 ± 0.0527
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9399 ± 0.1373
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8796 ± 0.2858
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.715 ± 1.3249
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0634 ± 0.1334
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4992 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Number of instances
50
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9406 ± 0.1301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94 ± 0.135
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9989
Cross-validation details (10-fold Crossvalidation)
Recall
0.94 ± 0.135
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.127 ± 0.2655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996 ± 0.004
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2457 ± 0.2285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4918 ± 0.4555
Cross-validation details (10-fold Crossvalidation)