Run
1835824

Run 1835824

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.8651
Per class
Confusion matrix
F measure
0.9381
Per class
Kappa
0.8042
KB relative information score
882680
Mean absolute error
0.0587
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9437
Per class
Predictive accuracy
0.9413
Prior entropy
1
Recall
0.9413
Per class
Relative absolute error
0.1173
Root mean prior squared error
0.5
Root mean squared error
0.2422
Root relative squared error
0.4844