Run
528011

Run 528011

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 24-02-2016 by Joaquin Vanschoren
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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
0.9572
Per class
Confusion matrix
F measure
0.924
Per class
Kappa
0.8482
KB relative information score
833665.8247
Mean absolute error
0.0857
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9267
Per class
Predictive accuracy
0.9241
Prior entropy
1
Recall
0.9241
Per class
Relative absolute error
0.1714
Root mean prior squared error
0.5
Root mean squared error
0.2488
Root relative squared error
0.4976