OpenML
525187

Run 525187

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)_w100
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
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
0.8233
Per class
Confusion matrix
F measure
0.8301
Per class
Kappa
0.6512
KB relative information score
29978
Mean absolute error
0.1692
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8303
Per class
Predictive accuracy
0.8308
Prior entropy
1
Recall
0.8308
Per class
Relative absolute error
0.3384
Root mean prior squared error
0.5
Root mean squared error
0.4113
Root relative squared error
0.8227