Run
571250

Run 571250

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)_w1
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
0.7636
Per class
Confusion matrix
F measure
0.7296
Per class
Kappa
0.527
KB relative information score
605447.59
Mean absolute error
0.0516
Mean prior absolute error
0.18
Number of instances
829201
Per class
Precision
0.7349
Per class
Predictive accuracy
0.742
Prior entropy
3.3219
Recall
0.742
Per class
Relative absolute error
0.2867
Root mean prior squared error
0.3
Root mean squared error
0.2272
Root relative squared error
0.7572