Run
571175

Run 571175

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 03-05-2016 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,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
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
0.9033
Per class
Confusion matrix
F measure
0.8705
Per class
Kappa
0.8066
KB relative information score
823428.2722
Mean absolute error
0.086
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.871
Per class
Predictive accuracy
0.871
Prior entropy
1.585
Recall
0.871
Per class
Relative absolute error
0.1935
Root mean prior squared error
0.4714
Root mean squared error
0.2932
Root relative squared error
0.622