Run
1836911

Run 1836911

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k6
moa.BlastDecayed(9)_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
0.9047
Per class
Confusion matrix
F measure
0.8292
Per class
Kappa
0.6589
KB relative information score
800554.5276
Mean absolute error
0.0854
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8316
Per class
Predictive accuracy
0.8294
Prior entropy
2.3219
Recall
0.8294
Per class
Relative absolute error
0.2668
Root mean prior squared error
0.4
Root mean squared error
0.2197
Root relative squared error
0.5493