Run
536238

Run 536238

Task 188 (Supervised Data Stream Classification) CovPokElec 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,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
0.8445
Per class
Confusion matrix
F measure
0.8139
Per class
Kappa
0.6889
KB relative information score
1177380.6972
Mean absolute error
0.0365
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.814
Per class
Predictive accuracy
0.8173
Prior entropy
3.3219
Recall
0.8173
Per class
Relative absolute error
0.203
Root mean prior squared error
0.3
Root mean squared error
0.1912
Root relative squared error
0.6372