Run
544084

Run 544084

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 30-03-2016 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)_k3
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
0.9961
Per class
Confusion matrix
F measure
0.9823
Per class
Kappa
0.9645
KB relative information score
941869.7139
Mean absolute error
0.0307
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9824
Per class
Predictive accuracy
0.9823
Prior entropy
1
Recall
0.9823
Per class
Relative absolute error
0.0614
Root mean prior squared error
0.5
Root mean squared error
0.1245
Root relative squared error
0.2489