Run
1835064

Run 1835064

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
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
0.9303
Per class
Confusion matrix
F measure
0.8916
Per class
Kappa
0.8602
KB relative information score
876863.31
Mean absolute error
0.0433
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8922
Per class
Predictive accuracy
0.8919
Prior entropy
2.3219
Recall
0.8919
Per class
Relative absolute error
0.1352
Root mean prior squared error
0.4
Root mean squared error
0.208
Root relative squared error
0.52