Run
1835713

Run 1835713

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 27-10-2016 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)_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
0.8706
Per class
Confusion matrix
F measure
0.9405
Per class
Kappa
0.8121
KB relative information score
886792
Mean absolute error
0.0566
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9454
Per class
Predictive accuracy
0.9434
Prior entropy
1
Recall
0.9434
Per class
Relative absolute error
0.1132
Root mean prior squared error
0.5
Root mean squared error
0.2379
Root relative squared error
0.4758