Run
569030

Run 569030

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 28-04-2016 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.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.8328
Per class
Confusion matrix
F measure
0.8386
Per class
Kappa
0.669
KB relative information score
30730
Mean absolute error
0.1609
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8386
Per class
Predictive accuracy
0.8391
Prior entropy
1
Recall
0.8391
Per class
Relative absolute error
0.3218
Root mean prior squared error
0.5
Root mean squared error
0.4011
Root relative squared error
0.8023