Run
1836647

Run 1836647

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)_g1000
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
0.9403
Per class
Kappa
0.8116
KB relative information score
886492
Mean absolute error
0.0568
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9452
Per class
Predictive accuracy
0.9432
Prior entropy
1
Recall
0.9432
Per class
Relative absolute error
0.1135
Root mean prior squared error
0.5
Root mean squared error
0.2382
Root relative squared error
0.4765