Run
527968

Run 527968

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) 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
0.7444
Per class
Confusion matrix
F measure
0.7321
Per class
Kappa
0.3983
KB relative information score
14019.515
Mean absolute error
0.3362
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7317
Per class
Predictive accuracy
0.7396
Prior entropy
1
Recall
0.7396
Per class
Relative absolute error
0.6724
Root mean prior squared error
0.5
Root mean squared error
0.4483
Root relative squared error
0.8965