OpenML
570611

Run 570611

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)_w100
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
0.8282
Per class
Confusion matrix
F measure
0.8352
Per class
Kappa
0.6616
KB relative information score
30448
Mean absolute error
0.164
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8356
Per class
Predictive accuracy
0.836
Prior entropy
1
Recall
0.836
Per class
Relative absolute error
0.328
Root mean prior squared error
0.5
Root mean squared error
0.405
Root relative squared error
0.81