Run
1838008

Run 1838008

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k7
moa.BlastDecayed(9)_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
0.9041
Per class
Confusion matrix
F measure
0.7205
Per class
Kappa
0.6907
KB relative information score
675249.5192
Mean absolute error
0.0814
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7203
Per class
Predictive accuracy
0.7217
Prior entropy
3.3219
Recall
0.7217
Per class
Relative absolute error
0.4525
Root mean prior squared error
0.3
Root mean squared error
0.2106
Root relative squared error
0.7019