Run
536298

Run 536298

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 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
0.9184
Per class
Confusion matrix
F measure
0.9184
Per class
Kappa
0.8367
KB relative information score
907045.423
Mean absolute error
0.0327
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9184
Per class
Predictive accuracy
0.9184
Prior entropy
2.3219
Recall
0.9184
Per class
Relative absolute error
0.102
Root mean prior squared error
0.4
Root mean squared error
0.1807
Root relative squared error
0.4518