Run
571020

Run 571020

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)_g1
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
0.7896
Per class
Confusion matrix
F measure
0.7577
Per class
Kappa
0.5775
KB relative information score
627897.9119
Mean absolute error
0.0464
Mean prior absolute error
0.18
Number of instances
829201
Per class
Precision
0.7579
Per class
Predictive accuracy
0.7679
Prior entropy
3.3219
Recall
0.7679
Per class
Relative absolute error
0.2579
Root mean prior squared error
0.3
Root mean squared error
0.2155
Root relative squared error
0.7182