Run
528140

Run 528140

Task 7316 (Supervised Data Stream Classification) vehicleNorm 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_SGD(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SGD(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SGD(1)_mmoa.classifiers.functions.SGD
moa.StackingAttempt_SGD(1)_cfalse
moa.SGD(2)_l1.0E-4
moa.SGD(2)_r1.0E-4
moa.SGD(2)_oLOGLOSS

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
0.8862
Per class
Confusion matrix
F measure
0.8475
Per class
Kappa
0.6958
KB relative information score
34558.3729
Mean absolute error
0.3488
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8517
Per class
Predictive accuracy
0.8479
Prior entropy
1
Recall
0.8479
Per class
Relative absolute error
0.6976
Root mean prior squared error
0.5
Root mean squared error
0.3839
Root relative squared error
0.7679