Run
536336

Run 536336

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 11-03-2016 by Joaquin Vanschoren
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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
0.7728
Per class
Confusion matrix
F measure
0.6448
Per class
Kappa
0.5459
KB relative information score
588674.4357
Mean absolute error
0.1703
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6439
Per class
Predictive accuracy
0.6594
Prior entropy
2
Recall
0.6594
Per class
Relative absolute error
0.4542
Root mean prior squared error
0.433
Root mean squared error
0.4127
Root relative squared error
0.9531