Run
8893110

Run 8893110

Task 145973 (Supervised Classification) pendigits Uploaded 27-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-HoeffdingTree(1)A Weka KnowledgeFlow using AdaBoostM1-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
0.9907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9249
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9174
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9535.2598
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0388
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9257
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3902
Cross-validation details (10-fold Crossvalidation)