Run
1837727

Run 1837727

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 28-10-2016 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)_k2
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
0.9203
Per class
Confusion matrix
F measure
0.9405
Per class
Kappa
0.8121
KB relative information score
871437.5544
Mean absolute error
0.0643
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
0.1287
Root mean prior squared error
0.5
Root mean squared error
0.2204
Root relative squared error
0.4409