Run
543765

Run 543765

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 28-03-2016 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
0.9036
Per class
Confusion matrix
F measure
0.7148
Per class
Kappa
0.6848
KB relative information score
672501.8288
Mean absolute error
0.0821
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7146
Per class
Predictive accuracy
0.7163
Prior entropy
3.3219
Recall
0.7163
Per class
Relative absolute error
0.4561
Root mean prior squared error
0.3
Root mean squared error
0.2115
Root relative squared error
0.7051