Run
570981

Run 570981

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 03-05-2016 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)_g1000
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_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
0.9185
Per class
Confusion matrix
F measure
0.9185
Per class
Kappa
0.837
KB relative information score
907179.7833
Mean absolute error
0.0326
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9185
Per class
Predictive accuracy
0.9185
Prior entropy
2.3219
Recall
0.9185
Per class
Relative absolute error
0.1019
Root mean prior squared error
0.4
Root mean squared error
0.1806
Root relative squared error
0.4514