Run
543763

Run 543763

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 28-03-2016 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)_k7
moa.BlastDecayed(1)_ptrue

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
0.9329
Per class
Confusion matrix
F measure
0.7375
Per class
Kappa
0.6607
KB relative information score
571402.9394
Mean absolute error
0.1835
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7661
Per class
Predictive accuracy
0.7437
Prior entropy
2.3219
Recall
0.7437
Per class
Relative absolute error
0.5733
Root mean prior squared error
0.4
Root mean squared error
0.283
Root relative squared error
0.7076