Run
571133

Run 571133

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)_g100
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
0.7821
Per class
Confusion matrix
F measure
0.7493
Per class
Kappa
0.5624
KB relative information score
620642.4464
Mean absolute error
0.0481
Mean prior absolute error
0.18
Number of instances
829201
Per class
Precision
0.7493
Per class
Predictive accuracy
0.7595
Prior entropy
3.3219
Recall
0.7595
Per class
Relative absolute error
0.2672
Root mean prior squared error
0.3
Root mean squared error
0.2193
Root relative squared error
0.7311