Run
571188

Run 571188

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)_g1000
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
0.7737
Per class
Confusion matrix
F measure
0.7402
Per class
Kappa
0.5455
KB relative information score
612433.2501
Mean absolute error
0.05
Mean prior absolute error
0.18
Number of instances
829201
Per class
Precision
0.7397
Per class
Predictive accuracy
0.75
Prior entropy
3.3219
Recall
0.75
Per class
Relative absolute error
0.2778
Root mean prior squared error
0.3
Root mean squared error
0.2236
Root relative squared error
0.7453