Run
1837866

Run 1837866

Task 7309 (Supervised Data Stream Classification) Agrawal1 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)_k4
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
0.9726
Per class
Confusion matrix
F measure
0.9251
Per class
Kappa
0.8275
KB relative information score
735546.3162
Mean absolute error
0.139
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9277
Per class
Predictive accuracy
0.9265
Prior entropy
1
Recall
0.9265
Per class
Relative absolute error
0.2781
Root mean prior squared error
0.5
Root mean squared error
0.2635
Root relative squared error
0.5271