Run
528016

Run 528016

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 24-02-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9669
Per class
Confusion matrix
F measure
0.9414
Per class
Kappa
0.8733
KB relative information score
860369.8233
Mean absolute error
0.0732
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9421
Per class
Predictive accuracy
0.9412
Prior entropy
1
Recall
0.9412
Per class
Relative absolute error
0.1463
Root mean prior squared error
0.5
Root mean squared error
0.2241
Root relative squared error
0.4482