Run
543682

Run 543682

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 26-03-2016 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)_k6
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
0.8098
Per class
Confusion matrix
F measure
0.3454
Per class
Kappa
0.1993
KB relative information score
382069.2219
Mean absolute error
0.2327
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.539
Per class
Predictive accuracy
0.4232
Prior entropy
2.3219
Recall
0.4232
Per class
Relative absolute error
0.7271
Root mean prior squared error
0.4
Root mean squared error
0.3693
Root relative squared error
0.9232