Run
1834919

Run 1834919

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.9314
Per class
Confusion matrix
F measure
0.8934
Per class
Kappa
0.8624
KB relative information score
878805.8416
Mean absolute error
0.0426
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8943
Per class
Predictive accuracy
0.8936
Prior entropy
2.3219
Recall
0.8936
Per class
Relative absolute error
0.133
Root mean prior squared error
0.4
Root mean squared error
0.2063
Root relative squared error
0.5158