Run
1834978

Run 1834978

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 25-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
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
0.9059
Per class
Confusion matrix
F measure
0.8546
Per class
Kappa
0.8122
KB relative information score
834971.3525
Mean absolute error
0.058
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8547
Per class
Predictive accuracy
0.8551
Prior entropy
2.3219
Recall
0.8551
Per class
Relative absolute error
0.1812
Root mean prior squared error
0.4
Root mean squared error
0.2408
Root relative squared error
0.6019