Run
543570

Run 543570

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 25-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_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
0.9693
Per class
Confusion matrix
F measure
0.8586
Per class
Kappa
0.5469
KB relative information score
776921.3271
Mean absolute error
0.1088
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.862
Per class
Predictive accuracy
0.8692
Prior entropy
1
Recall
0.8692
Per class
Relative absolute error
0.2177
Root mean prior squared error
0.5
Root mean squared error
0.2557
Root relative squared error
0.5113