Run
1834931

Run 1834931

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
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
0.6874
Per class
Confusion matrix
F measure
0.7343
Per class
Kappa
0.4007
KB relative information score
19368
Mean absolute error
0.254
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7382
Per class
Predictive accuracy
0.746
Prior entropy
1
Recall
0.746
Per class
Relative absolute error
0.508
Root mean prior squared error
0.5
Root mean squared error
0.504
Root relative squared error
1.008