Run
536299

Run 536299

Task 193 (Supervised Data Stream Classification) pokerhand 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
0.7925
Per class
Confusion matrix
F measure
0.7611
Per class
Kappa
0.5839
KB relative information score
631333.2252
Mean absolute error
0.0456
Mean prior absolute error
0.18
Number of instances
829201
Per class
Precision
0.7623
Per class
Predictive accuracy
0.7718
Prior entropy
3.3219
Recall
0.7718
Per class
Relative absolute error
0.2535
Root mean prior squared error
0.3
Root mean squared error
0.2136
Root relative squared error
0.7121