Run
528065

Run 528065

Task 2244 (Supervised Data Stream Classification) adult 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_Perceptron(1)Moa implementation of StackingAttempt
moa.StackingAttempt_Perceptron(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_Perceptron(1)_mmoa.classifiers.functions.Perceptron
moa.StackingAttempt_Perceptron(1)_cfalse
moa.Perceptron(3)_l1.0
moa.Perceptron(3)_r1

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
0.8423
Per class
Confusion matrix
F measure
0.8392
Per class
Kappa
0.5576
KB relative information score
31215.0337
Mean absolute error
0.1865
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8389
Per class
Predictive accuracy
0.8395
Prior entropy
1
Recall
0.8395
Per class
Relative absolute error
0.3731
Root mean prior squared error
0.5
Root mean squared error
0.3631
Root relative squared error
0.7262