Run
8888005

Run 8888005

Task 3831 (Supervised Classification) analcatdata_birthday 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
0.9259
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4853
Cross-validation details (10-fold Crossvalidation)
KB relative information score
97.9778
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1487
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2496
Cross-validation details (10-fold Crossvalidation)
Number of instances
365
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8722
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8712
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6026
Cross-validation details (10-fold Crossvalidation)
Recall
0.8712
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3523
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2751
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7808
Cross-validation details (10-fold Crossvalidation)