Run
528200

Run 528200

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) 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
0.9815
Per class
Confusion matrix
F measure
0.9628
Per class
Kappa
0.8909
KB relative information score
913864.8152
Mean absolute error
0.044
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9672
Per class
Predictive accuracy
0.9617
Prior entropy
1
Recall
0.9617
Per class
Relative absolute error
0.088
Root mean prior squared error
0.5
Root mean squared error
0.1862
Root relative squared error
0.3725