Run
529049

Run 529049

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 03-03-2016 by Joaquin Vanschoren
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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.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,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
0.8542
Per class
Confusion matrix
F measure
0.7374
Per class
Kappa
0.7083
KB relative information score
725478.2012
Mean absolute error
0.0525
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7374
Per class
Predictive accuracy
0.7375
Prior entropy
3.3219
Recall
0.7375
Per class
Relative absolute error
0.2917
Root mean prior squared error
0.3
Root mean squared error
0.2291
Root relative squared error
0.7638