Run
528025

Run 528025

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.9105
Per class
Confusion matrix
F measure
0.913
Per class
Kappa
0.7306
KB relative information score
779309.226
Mean absolute error
0.118
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9126
Per class
Predictive accuracy
0.9149
Prior entropy
1
Recall
0.9149
Per class
Relative absolute error
0.236
Root mean prior squared error
0.5
Root mean squared error
0.2684
Root relative squared error
0.5368