Run
543434

Run 543434

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)_k3
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
0.8869
Per class
Confusion matrix
F measure
0.7258
Per class
Kappa
0.6967
KB relative information score
729305.766
Mean absolute error
0.0607
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7255
Per class
Predictive accuracy
0.727
Prior entropy
3.3219
Recall
0.727
Per class
Relative absolute error
0.3372
Root mean prior squared error
0.3
Root mean squared error
0.2154
Root relative squared error
0.7178