Run
536501

Run 536501

Task 189 (Supervised Data Stream Classification) covertype 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
0.8881
Per class
Confusion matrix
F measure
0.8613
Per class
Kappa
0.7774
KB relative information score
494523.4872
Mean absolute error
0.0394
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8613
Per class
Predictive accuracy
0.8621
Prior entropy
2.8074
Recall
0.8621
Per class
Relative absolute error
0.1609
Root mean prior squared error
0.3499
Root mean squared error
0.1985
Root relative squared error
0.5673