Run
571483

Run 571483

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 04-05-2016 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
0.8968
Per class
Confusion matrix
F measure
0.8613
Per class
Kappa
0.7936
KB relative information score
811554.3259
Mean absolute error
0.0918
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.863
Per class
Predictive accuracy
0.8624
Prior entropy
1.585
Recall
0.8624
Per class
Relative absolute error
0.2065
Root mean prior squared error
0.4714
Root mean squared error
0.3029
Root relative squared error
0.6426