Run
544097

Run 544097

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 30-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_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
0.9331
Per class
Confusion matrix
F measure
0.8902
Per class
Kappa
0.7804
KB relative information score
860000.7873
Mean absolute error
0.0593
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8904
Per class
Predictive accuracy
0.8902
Prior entropy
2.3219
Recall
0.8902
Per class
Relative absolute error
0.1853
Root mean prior squared error
0.4
Root mean squared error
0.1928
Root relative squared error
0.4819