Run
1835637

Run 1835637

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) Uploaded 27-10-2016 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)_g1000
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
0.686
Per class
Confusion matrix
F measure
0.7332
Per class
Kappa
0.3981
KB relative information score
19292
Mean absolute error
0.255
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7372
Per class
Predictive accuracy
0.745
Prior entropy
1
Recall
0.745
Per class
Relative absolute error
0.5099
Root mean prior squared error
0.5
Root mean squared error
0.5049
Root relative squared error
1.0099