Run
527412

Run 527412

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 22-02-2016 by Jan van Rijn
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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
0.9202
Per class
Confusion matrix
F measure
0.8653
Per class
Kappa
0.7244
KB relative information score
30574.52
Mean absolute error
0.17
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8654
Per class
Predictive accuracy
0.8652
Prior entropy
1
Recall
0.8652
Per class
Relative absolute error
0.3401
Root mean prior squared error
0.5
Root mean squared error
0.3247
Root relative squared error
0.6494