Run
1837689

Run 1837689

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)_k2
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
0.9613
Per class
Confusion matrix
F measure
0.922
Per class
Kappa
0.8751
KB relative information score
528111.6269
Mean absolute error
0.0304
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.922
Per class
Predictive accuracy
0.9225
Prior entropy
2.8074
Recall
0.9225
Per class
Relative absolute error
0.1242
Root mean prior squared error
0.3499
Root mean squared error
0.1443
Root relative squared error
0.4124