Run
528069

Run 528069

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_Perceptron(1)Moa implementation of StackingAttempt
moa.StackingAttempt_Perceptron(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_Perceptron(1)_mmoa.classifiers.functions.Perceptron
moa.StackingAttempt_Perceptron(1)_cfalse
moa.Perceptron(3)_l1.0
moa.Perceptron(3)_r1

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
0.8829
Per class
Confusion matrix
F measure
0.88
Per class
Kappa
0.7455
KB relative information score
722687.3058
Mean absolute error
0.1444
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8801
Per class
Predictive accuracy
0.8806
Prior entropy
1
Recall
0.8806
Per class
Relative absolute error
0.2888
Root mean prior squared error
0.5
Root mean squared error
0.3325
Root relative squared error
0.6651