Run
1835866

Run 1835866

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.9999
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
0.5309
Per class
Confusion matrix
F measure
0.8629
Per class
Kappa
0.105
KB relative information score
262454.247
Mean absolute error
0.039
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.86
Per class
Predictive accuracy
0.9025
Prior entropy
2.3219
Recall
0.9025
Per class
Relative absolute error
0.1219
Root mean prior squared error
0.4
Root mean squared error
0.1975
Root relative squared error
0.4938