Run
542706

Run 542706

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 23-03-2016 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)_k4
moa.BlastDecayed(1)_ptrue

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
0.8922
Per class
Confusion matrix
F measure
0.8315
Per class
Kappa
0.6537
KB relative information score
26535.9082
Mean absolute error
0.2131
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8326
Per class
Predictive accuracy
0.8327
Prior entropy
1
Recall
0.8327
Per class
Relative absolute error
0.4263
Root mean prior squared error
0.5
Root mean squared error
0.3584
Root relative squared error
0.7168