Run
536294

Run 536294

Task 188 (Supervised Data Stream Classification) CovPokElec 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,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
0.8446
Per class
Confusion matrix
F measure
0.8141
Per class
Kappa
0.6892
KB relative information score
1177674.5551
Mean absolute error
0.0365
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8142
Per class
Predictive accuracy
0.8175
Prior entropy
3.3219
Recall
0.8175
Per class
Relative absolute error
0.2028
Root mean prior squared error
0.3
Root mean squared error
0.1911
Root relative squared error
0.6369