Run
543811

Run 543811

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 28-03-2016 by Jan van Rijn
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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.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(1)_ptrue

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
0.986
Per class
Confusion matrix
F measure
0.9282
Per class
Kappa
0.9202
KB relative information score
890991.2689
Mean absolute error
0.0336
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9284
Per class
Predictive accuracy
0.9282
Prior entropy
3.3219
Recall
0.9282
Per class
Relative absolute error
0.1868
Root mean prior squared error
0.3
Root mean squared error
0.1121
Root relative squared error
0.3736