Run
529067

Run 529067

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 03-03-2016 by Joaquin Vanschoren
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_pfalse

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.

18 Evaluation measures

Area under ROC curve
0.764
Per class
Confusion matrix
F measure
0.8068
Per class
Kappa
0.5591
KB relative information score
627338
Mean absolute error
0.1863
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8112
Per class
Predictive accuracy
0.8137
Prior entropy
1
Recall
0.8137
Per class
Relative absolute error
0.3727
Root mean prior squared error
0.5
Root mean squared error
0.4317
Root relative squared error
0.8633