Run
536452

Run 536452

Task 189 (Supervised Data Stream Classification) covertype Uploaded 11-03-2016 by Joaquin Vanschoren
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNNwithPAW,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
0.9348
Per class
Confusion matrix
F measure
0.9188
Per class
Kappa
0.8699
KB relative information score
530377.2603
Mean absolute error
0.0231
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9188
Per class
Predictive accuracy
0.9192
Prior entropy
2.8074
Recall
0.9192
Per class
Relative absolute error
0.0942
Root mean prior squared error
0.3499
Root mean squared error
0.1519
Root relative squared error
0.4341