Run
1835735

Run 1835735

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.8428
Per class
Confusion matrix
F measure
0.7167
Per class
Kappa
0.6857
KB relative information score
704183.4414
Mean absolute error
0.0566
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7164
Per class
Predictive accuracy
0.7171
Prior entropy
3.3219
Recall
0.7171
Per class
Relative absolute error
0.3143
Root mean prior squared error
0.3
Root mean squared error
0.2379
Root relative squared error
0.7928