Run
8887524

Run 8887524

Task 3555 (Supervised Classification) prnn_synth Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-HoeffdingTree(1)A Weka KnowledgeFlow using Bagging-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
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8316
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.664
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.1245
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2131
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4263
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3239
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6478
Cross-validation details (10-fold Crossvalidation)