Run
544225

Run 544225

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 31-03-2016 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
0.9816
Per class
Confusion matrix
F measure
0.8586
Per class
Kappa
0.5469
KB relative information score
791817.0719
Mean absolute error
0.1021
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.862
Per class
Predictive accuracy
0.8692
Prior entropy
1
Recall
0.8692
Per class
Relative absolute error
0.2042
Root mean prior squared error
0.5
Root mean squared error
0.2399
Root relative squared error
0.4799