Run
536242

Run 536242

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.8622
Per class
Confusion matrix
F measure
0.8762
Per class
Kappa
0.7369
KB relative information score
754862
Mean absolute error
0.1226
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8773
Per class
Predictive accuracy
0.8774
Prior entropy
1
Recall
0.8774
Per class
Relative absolute error
0.2451
Root mean prior squared error
0.5
Root mean squared error
0.3501
Root relative squared error
0.7002