Run
528585

Run 528585

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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
0.2751
Per class
KB relative information score
-108016
Mean absolute error
0.554
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.1989
Per class
Predictive accuracy
0.446
Prior entropy
1
Recall
0.446
Per class
Relative absolute error
1.108
Root mean prior squared error
0.5
Root mean squared error
0.7443
Root relative squared error
1.4886