Run
571239

Run 571239

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1
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
0.885
Per class
Confusion matrix
F measure
0.8037
Per class
Kappa
0.7701
KB relative information score
787290.4927
Mean absolute error
0.0563
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8138
Per class
Predictive accuracy
0.8029
Prior entropy
2.8074
Recall
0.8029
Per class
Relative absolute error
0.2299
Root mean prior squared error
0.3499
Root mean squared error
0.2373
Root relative squared error
0.6782