Run
536246

Run 536246

Task 2127 (Supervised Data Stream Classification) BNG(anneal) 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
0.9283
Per class
Confusion matrix
F measure
0.9433
Per class
Kappa
0.8601
KB relative information score
938826.1222
Mean absolute error
0.0185
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9427
Per class
Predictive accuracy
0.9445
Prior entropy
2.585
Recall
0.9445
Per class
Relative absolute error
0.0666
Root mean prior squared error
0.3727
Root mean squared error
0.136
Root relative squared error
0.365