Run
570610

Run 570610

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(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
0.8622
Per class
Confusion matrix
F measure
0.8691
Per class
Kappa
0.7312
KB relative information score
33516
Mean absolute error
0.1302
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.87
Per class
Predictive accuracy
0.8698
Prior entropy
1
Recall
0.8698
Per class
Relative absolute error
0.2603
Root mean prior squared error
0.5
Root mean squared error
0.3608
Root relative squared error
0.7216