Run
554133

Run 554133

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 10-04-2016 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)_k4
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
0.9551
Per class
Confusion matrix
F measure
0.8652
Per class
Kappa
0.5747
KB relative information score
737570.7944
Mean absolute error
0.13
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8648
Per class
Predictive accuracy
0.8718
Prior entropy
1
Recall
0.8718
Per class
Relative absolute error
0.2601
Root mean prior squared error
0.5
Root mean squared error
0.2843
Root relative squared error
0.5686