Run
528111

Run 528111

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.5889
Per class
Confusion matrix
F measure
0.5862
Per class
Kappa
0.1792
KB relative information score
318733.069
Mean absolute error
0.3414
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7241
Per class
Predictive accuracy
0.6623
Prior entropy
1
Recall
0.6623
Per class
Relative absolute error
0.6829
Root mean prior squared error
0.5
Root mean squared error
0.5778
Root relative squared error
1.1555