Run
1838055

Run 1838055

Task 189 (Supervised Data Stream Classification) covertype Uploaded 29-10-2016 by Jan van Rijn
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Flow

moa.MajorityVoteEnsemble(2)Moa implementation of MajorityVoteEnsemble
moa.MajorityVoteEnsemble(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree

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
0.94
Per class
Confusion matrix
F measure
0.8051
Per class
Kappa
0.687
KB relative information score
456476.3781
Mean absolute error
0.0793
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8148
Per class
Predictive accuracy
0.8119
Prior entropy
2.8074
Recall
0.8119
Per class
Relative absolute error
0.3238
Root mean prior squared error
0.3499
Root mean squared error
0.1946
Root relative squared error
0.5561