Run
543679

Run 543679

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 26-03-2016 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)_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
0.9719
Per class
Confusion matrix
F measure
0.9015
Per class
Kappa
0.8925
KB relative information score
825285.7378
Mean absolute error
0.0342
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9092
Per class
Predictive accuracy
0.9019
Prior entropy
4.2479
Recall
0.9019
Per class
Relative absolute error
0.343
Root mean prior squared error
0.2233
Root mean squared error
0.1113
Root relative squared error
0.4983