Run
528584

Run 528584

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 03-03-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttemptV2_Perceptron(1)Moa implementation of StackingAttemptV2
moa.StackingAttemptV2_Perceptron(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_Perceptron(1)_mmoa.classifiers.rules.functions.Perceptron
moa.StackingAttemptV2_Perceptron(1)_ctrue
moa.StackingAttemptV2_Perceptron(1)_hfalse
moa.Perceptron(4)_dfalse
moa.Perceptron(4)_l0.01
moa.Perceptron(4)_m0.001
moa.Perceptron(4)_e0.99
moa.Perceptron(4)_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
0.5
Per class
Confusion matrix
F measure
0.5762
Per class
KB relative information score
399548
Mean absolute error
0.3002
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.4897
Per class
Predictive accuracy
0.6998
Prior entropy
1
Recall
0.6998
Per class
Relative absolute error
0.6005
Root mean prior squared error
0.5
Root mean squared error
0.5479
Root relative squared error
1.0959