Run
543839

Run 543839

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 29-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k7
moa.BlastDecayed(1)_ptrue

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
0.9554
Per class
Confusion matrix
F measure
0.8884
Per class
Kappa
0.7918
KB relative information score
809535.733
Mean absolute error
0.0949
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8928
Per class
Predictive accuracy
0.8906
Prior entropy
2
Recall
0.8906
Per class
Relative absolute error
0.253
Root mean prior squared error
0.433
Root mean squared error
0.2104
Root relative squared error
0.4859