Run
1836805

Run 1836805

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 Uploaded 28-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
moa.BlastDecayed(9)_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
0.9548
Per class
Confusion matrix
F measure
0.8598
Per class
Kappa
0.8185
KB relative information score
761915.9959
Mean absolute error
0.1033
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8613
Per class
Predictive accuracy
0.8599
Prior entropy
2.3219
Recall
0.8599
Per class
Relative absolute error
0.3229
Root mean prior squared error
0.4
Root mean squared error
0.2215
Root relative squared error
0.5538