Run
1835731

Run 1835731

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)_a0.9
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
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
0.9389
Per class
Confusion matrix
F measure
0.9243
Per class
Kappa
0.8786
KB relative information score
533791.9053
Mean absolute error
0.0215
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9243
Per class
Predictive accuracy
0.9247
Prior entropy
2.8074
Recall
0.9247
Per class
Relative absolute error
0.0879
Root mean prior squared error
0.3499
Root mean squared error
0.1467
Root relative squared error
0.4192