Run
8887289

Run 8887289

Task 3496 (Supervised Classification) SPECTF 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
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7265
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4112
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.878
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3019
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8027
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7106
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.7106
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1595
Cross-validation details (10-fold Crossvalidation)