Run
525184

Run 525184

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(1)_g10
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
0.8077
Per class
Confusion matrix
F measure
0.8148
Per class
Kappa
0.6199
KB relative information score
28602
Mean absolute error
0.1844
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.815
Per class
Predictive accuracy
0.8156
Prior entropy
1
Recall
0.8156
Per class
Relative absolute error
0.3688
Root mean prior squared error
0.5
Root mean squared error
0.4294
Root relative squared error
0.8588