Run
528088

Run 528088

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.9281
Per class
Confusion matrix
F measure
0.8747
Per class
Kappa
0.7455
KB relative information score
745393.378
Mean absolute error
0.128
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8777
Per class
Predictive accuracy
0.8757
Prior entropy
1
Recall
0.8757
Per class
Relative absolute error
0.256
Root mean prior squared error
0.5
Root mean squared error
0.3399
Root relative squared error
0.6798