Run
1835094

Run 1835094

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.7492
Per class
Confusion matrix
F measure
0.5154
Per class
Kappa
0.4983
KB relative information score
511815.1711
Mean absolute error
0.0371
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5168
Per class
Predictive accuracy
0.5176
Prior entropy
4.7004
Recall
0.5176
Per class
Relative absolute error
0.5017
Root mean prior squared error
0.1923
Root mean squared error
0.1926
Root relative squared error
1.0017