Run
528214

Run 528214

Task 7309 (Supervised Data Stream Classification) Agrawal1 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
0.7619
Per class
Confusion matrix
F measure
0.7565
Per class
Kappa
0.4332
KB relative information score
595459.4825
Mean absolute error
0.2013
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8289
Per class
Predictive accuracy
0.7893
Prior entropy
1
Recall
0.7893
Per class
Relative absolute error
0.4026
Root mean prior squared error
0.5
Root mean squared error
0.4284
Root relative squared error
0.8568