Run
8889615

Run 8889615

Task 145958 (Supervised Classification) lymph 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
0.8596
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7678
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5558
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.8577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1493
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7568
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7568
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8194
Cross-validation details (10-fold Crossvalidation)