Run
542861

Run 542861

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 23-03-2016 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)_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
0.8967
Per class
Confusion matrix
F measure
0.8398
Per class
Kappa
0.7933
KB relative information score
818164.9245
Mean absolute error
0.0639
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8415
Per class
Predictive accuracy
0.8403
Prior entropy
2.3219
Recall
0.8403
Per class
Relative absolute error
0.1996
Root mean prior squared error
0.4
Root mean squared error
0.2527
Root relative squared error
0.6319