Run
9190284

Run 9190284

Task 146224 (Supervised Classification) breast Uploaded 19-04-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9869 ± 0.0136
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9715 ± 0.02
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9374 ± 0.0438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
648.31 ± 3.3886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0323 ± 0.0197
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4519 ± 0.0014
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9723 ± 0.019
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9714 ± 0.0202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9714 ± 0.0202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0714 ± 0.0436
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753 ± 0.0015
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1651 ± 0.0652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3474 ± 0.1375
Cross-validation details (10-fold Crossvalidation)