Run
528132

Run 528132

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 24-02-2016 by Jan van Rijn
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Flow

moa.StackingAttempt_kNN(1)Moa implementation of StackingAttempt
moa.StackingAttempt_kNN(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_kNN(1)_mmoa.classifiers.lazy.kNN
moa.StackingAttempt_kNN(1)_cfalse
moa.kNN(2)_k10
moa.kNN(2)_w1000
moa.kNN(2)_nLinearNN

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
0.962
Per class
Confusion matrix
F measure
0.9426
Per class
Kappa
0.8739
KB relative information score
854745.2909
Mean absolute error
0.0776
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9426
Per class
Predictive accuracy
0.9428
Prior entropy
1
Recall
0.9428
Per class
Relative absolute error
0.1551
Root mean prior squared error
0.5
Root mean squared error
0.2206
Root relative squared error
0.4412