Run
1836669

Run 1836669

Task 189 (Supervised Data Stream Classification) covertype Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k2
moa.BlastDecayed(9)_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
0.9588
Per class
Confusion matrix
F measure
0.8922
Per class
Kappa
0.8294
KB relative information score
527241.7778
Mean absolute error
0.0309
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8977
Per class
Predictive accuracy
0.8946
Prior entropy
2.8074
Recall
0.8946
Per class
Relative absolute error
0.126
Root mean prior squared error
0.3499
Root mean squared error
0.1457
Root relative squared error
0.4165