Run
8895140

Run 8895140

Task 3882 (Supervised Classification) pendigits Uploaded 28-03-2018 by William Raynaut
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Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using 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
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2287.3523
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1025
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1865
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.482
Cross-validation details (10-fold Crossvalidation)
Recall
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3054
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2966
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9714
Cross-validation details (10-fold Crossvalidation)