Run
546793

Run 546793

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 04-04-2016 by Joaquin Vanschoren
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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)_k5
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
0.9524
Per class
Confusion matrix
F measure
0.8375
Per class
Kappa
0.4714
KB relative information score
710033.4305
Mean absolute error
0.1454
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8466
Per class
Predictive accuracy
0.8548
Prior entropy
1
Recall
0.8548
Per class
Relative absolute error
0.2909
Root mean prior squared error
0.5
Root mean squared error
0.2989
Root relative squared error
0.5977