Run
528571

Run 528571

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 03-03-2016 by Joaquin Vanschoren
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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
0.7848
Per class
Confusion matrix
F measure
0.7754
Per class
Kappa
0.476
KB relative information score
611888.1691
Mean absolute error
0.1942
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8406
Per class
Predictive accuracy
0.8032
Prior entropy
1
Recall
0.8032
Per class
Relative absolute error
0.3884
Root mean prior squared error
0.5
Root mean squared error
0.4184
Root relative squared error
0.8368