Run
528201

Run 528201

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) 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
0.7153
Per class
Confusion matrix
F measure
0.717
Per class
Kappa
0.3548
KB relative information score
500132.3211
Mean absolute error
0.2514
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7776
Per class
Predictive accuracy
0.7545
Prior entropy
1
Recall
0.7545
Per class
Relative absolute error
0.5028
Root mean prior squared error
0.5
Root mean squared error
0.4696
Root relative squared error
0.9392