Run
571074

Run 571074

Task 193 (Supervised Data Stream Classification) pokerhand Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g10
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
0.7881
Per class
Confusion matrix
F measure
0.756
Per class
Kappa
0.5745
KB relative information score
626488.2308
Mean absolute error
0.0468
Mean prior absolute error
0.18
Number of instances
829201
Per class
Precision
0.7562
Per class
Predictive accuracy
0.7662
Prior entropy
3.3219
Recall
0.7662
Per class
Relative absolute error
0.2597
Root mean prior squared error
0.3
Root mean squared error
0.2162
Root relative squared error
0.7208