Run
8888368

Run 8888368

Task 145801 (Supervised Classification) sick 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
0.5722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1261
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-85.5876
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1111
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9388
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9829
Cross-validation details (10-fold Crossvalidation)