Run
543898

Run 543898

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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
0.9538
Per class
Confusion matrix
F measure
0.829
Per class
Kappa
0.4417
KB relative information score
682727.5516
Mean absolute error
0.1619
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8391
Per class
Predictive accuracy
0.8486
Prior entropy
1
Recall
0.8486
Per class
Relative absolute error
0.3238
Root mean prior squared error
0.5
Root mean squared error
0.3043
Root relative squared error
0.6087