Run
528425

Run 528425

Task 7310 (Supervised Data Stream Classification) Stagger1 Uploaded 02-03-2016 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)_cfalse
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
0.8359
Per class
KB relative information score
776782
Mean absolute error
0.1116
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7892
Per class
Predictive accuracy
0.8884
Prior entropy
1
Recall
0.8884
Per class
Relative absolute error
0.2232
Root mean prior squared error
0.5
Root mean squared error
0.3341
Root relative squared error
0.6682