Run
528062

Run 528062

Task 7316 (Supervised Data Stream Classification) vehicleNorm 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
0.8712
Per class
Confusion matrix
F measure
0.8362
Per class
Kappa
0.6771
KB relative information score
65260.3653
Mean absolute error
0.1713
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8594
Per class
Predictive accuracy
0.8385
Prior entropy
1
Recall
0.8385
Per class
Relative absolute error
0.3426
Root mean prior squared error
0.5
Root mean squared error
0.3829
Root relative squared error
0.7657