Run
570809

Run 570809

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
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
0.8525
Per class
Confusion matrix
F measure
0.734
Per class
Kappa
0.705
KB relative information score
722320.0135
Mean absolute error
0.0531
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7338
Per class
Predictive accuracy
0.7345
Prior entropy
3.3219
Recall
0.7345
Per class
Relative absolute error
0.295
Root mean prior squared error
0.3
Root mean squared error
0.2304
Root relative squared error
0.7682