Run
528550

Run 528550

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 02-03-2016 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
0.8638
Per class
Confusion matrix
F measure
0.834
Per class
Kappa
0.6733
KB relative information score
65090.7042
Mean absolute error
0.1717
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8602
Per class
Predictive accuracy
0.8367
Prior entropy
1
Recall
0.8367
Per class
Relative absolute error
0.3434
Root mean prior squared error
0.5
Root mean squared error
0.388
Root relative squared error
0.7761