Run
1835971

Run 1835971

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)_g100
moa.BlastDecayed(9)_k1
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
0.9376
Per class
Confusion matrix
F measure
0.9219
Per class
Kappa
0.875
KB relative information score
532344.6743
Mean absolute error
0.0222
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9219
Per class
Predictive accuracy
0.9224
Prior entropy
2.8074
Recall
0.9224
Per class
Relative absolute error
0.0906
Root mean prior squared error
0.3499
Root mean squared error
0.1489
Root relative squared error
0.4256