Run
536249

Run 536249

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 11-03-2016 by Jan van Rijn
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)_bfunctions.Perceptron,functions.SGD,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,trees.HoeffdingOptionTree
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
0.8788
Per class
Confusion matrix
F measure
0.8794
Per class
Kappa
0.7563
KB relative information score
758698
Mean absolute error
0.1207
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8796
Per class
Predictive accuracy
0.8793
Prior entropy
1
Recall
0.8793
Per class
Relative absolute error
0.2413
Root mean prior squared error
0.5
Root mean squared error
0.3473
Root relative squared error
0.6947