Run
543448

Run 543448

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 24-03-2016 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)_k2
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
0.8742
Per class
Confusion matrix
F measure
0.7133
Per class
Kappa
0.685
KB relative information score
731328.0519
Mean absolute error
0.0567
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7157
Per class
Predictive accuracy
0.7165
Prior entropy
3.3219
Recall
0.7165
Per class
Relative absolute error
0.3151
Root mean prior squared error
0.3
Root mean squared error
0.2203
Root relative squared error
0.7344