Run
1837752

Run 1837752

Task 189 (Supervised Data Stream Classification) covertype Uploaded 28-10-2016 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)_k3
moa.BlastDecayed(9)_ptrue

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
0.9687
Per class
Confusion matrix
F measure
0.9063
Per class
Kappa
0.8502
KB relative information score
519948.0711
Mean absolute error
0.0379
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9068
Per class
Predictive accuracy
0.9074
Prior entropy
2.8074
Recall
0.9074
Per class
Relative absolute error
0.1546
Root mean prior squared error
0.3499
Root mean squared error
0.1466
Root relative squared error
0.419