Run
536293

Run 536293

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 11-03-2016 by Jan van Rijn
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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
0.9419
Per class
Confusion matrix
F measure
0.8947
Per class
Kappa
0.8848
KB relative information score
892795.9627
Mean absolute error
0.0111
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8983
Per class
Predictive accuracy
0.8947
Prior entropy
4.2479
Recall
0.8947
Per class
Relative absolute error
0.1111
Root mean prior squared error
0.2233
Root mean squared error
0.1053
Root relative squared error
0.4714