Run
528075

Run 528075

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_SGD(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SGD(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SGD(1)_mmoa.classifiers.functions.SGD
moa.StackingAttempt_SGD(1)_cfalse
moa.SGD(2)_l1.0E-4
moa.SGD(2)_r1.0E-4
moa.SGD(2)_oLOGLOSS

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
0.9773
Per class
Confusion matrix
F measure
0.954
Per class
Kappa
0.9035
KB relative information score
71374.097
Mean absolute error
0.2576
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9549
Per class
Predictive accuracy
0.9538
Prior entropy
1
Recall
0.9538
Per class
Relative absolute error
0.5152
Root mean prior squared error
0.5
Root mean squared error
0.2971
Root relative squared error
0.5941