Run
536460

Run 536460

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 11-03-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNNwithPAW,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.OneR -B 6)) -c 1000,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l weka.classifiers.trees.DecisionStump) -c 1000,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_pfalse

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
0.9085
Per class
Confusion matrix
F measure
0.9026
Per class
Kappa
0.8182
KB relative information score
882835.6632
Mean absolute error
0.0485
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9028
Per class
Predictive accuracy
0.903
Prior entropy
2
Recall
0.903
Per class
Relative absolute error
0.1294
Root mean prior squared error
0.433
Root mean squared error
0.2203
Root relative squared error
0.5087