Run
8887270

Run 8887270

Task 28 (Supervised Classification) optdigits 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
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8705
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8545
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4914.4975
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0272
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1513
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4923
Cross-validation details (10-fold Crossvalidation)