Run
528281

Run 528281

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 29-02-2016 by Jan van Rijn
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Flow

moa.StackingAttemptV2_kNNwithPAW(1)Moa implementation of StackingAttemptV2
moa.kNNwithPAW(1)_k10
moa.kNNwithPAW(1)_w1000
moa.kNNwithPAW(1)_nLinearNN
moa.kNNwithPAW(1)_r1
moa.StackingAttemptV2_kNNwithPAW(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_kNNwithPAW(1)_mmoa.classifiers.lazy.kNNwithPAW
moa.StackingAttemptV2_kNNwithPAW(1)_cfalse
moa.StackingAttemptV2_kNNwithPAW(1)_hfalse

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
0.9311
Per class
Confusion matrix
F measure
0.8791
Per class
Kappa
0.7539
KB relative information score
32500.4608
Mean absolute error
0.146
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.8809
Per class
Predictive accuracy
0.8787
Prior entropy
1
Recall
0.8787
Per class
Relative absolute error
0.292
Root mean prior squared error
0.5
Root mean squared error
0.311
Root relative squared error
0.6221