Run
528503

Run 528503

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 02-03-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttemptV2_Perceptron(2)Moa implementation of StackingAttemptV2
moa.Perceptron(4)_dfalse
moa.Perceptron(4)_l0.01
moa.Perceptron(4)_m0.001
moa.Perceptron(4)_e0.99
moa.Perceptron(4)_r1
moa.StackingAttemptV2_Perceptron(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_Perceptron(2)_mmoa.classifiers.rules.functions.Perceptron
moa.StackingAttemptV2_Perceptron(2)_ctrue
moa.StackingAttemptV2_Perceptron(2)_hfalse

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
0.5
Per class
Confusion matrix
F measure
0.4573
Per class
KB relative information score
211896
Mean absolute error
0.3941
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.3672
Per class
Predictive accuracy
0.6059
Prior entropy
1
Recall
0.6059
Per class
Relative absolute error
0.7881
Root mean prior squared error
0.5
Root mean squared error
0.6277
Root relative squared error
1.2555