Run
524774

Run 524774

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 18-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.8671
Per class
Confusion matrix
F measure
0.8806
Per class
Kappa
0.7462
KB relative information score
763322
Mean absolute error
0.1183
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8815
Per class
Predictive accuracy
0.8817
Prior entropy
1
Recall
0.8817
Per class
Relative absolute error
0.2367
Root mean prior squared error
0.5
Root mean squared error
0.344
Root relative squared error
0.688