Run
543693

Run 543693

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 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)_k4
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
0.955
Per class
Confusion matrix
F measure
0.86
Per class
Kappa
0.8188
KB relative information score
761995.1311
Mean absolute error
0.1033
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8615
Per class
Predictive accuracy
0.8602
Prior entropy
2.3219
Recall
0.8602
Per class
Relative absolute error
0.3229
Root mean prior squared error
0.4
Root mean squared error
0.2214
Root relative squared error
0.5535