Run
527422

Run 527422

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 22-02-2016 by Jan van Rijn
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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
0.8929
Per class
Confusion matrix
F measure
0.7308
Per class
Kappa
0.46
KB relative information score
10855.2175
Mean absolute error
0.3998
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8044
Per class
Predictive accuracy
0.7541
Prior entropy
1
Recall
0.7541
Per class
Relative absolute error
0.7997
Root mean prior squared error
0.5
Root mean squared error
0.4223
Root relative squared error
0.8445