Run
528003

Run 528003

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.9063
Per class
Confusion matrix
F measure
0.8785
Per class
Kappa
0.7531
KB relative information score
723261.0484
Mean absolute error
0.1433
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8802
Per class
Predictive accuracy
0.8791
Prior entropy
1
Recall
0.8791
Per class
Relative absolute error
0.2866
Root mean prior squared error
0.5
Root mean squared error
0.3258
Root relative squared error
0.6516