Run
1834737

Run 1834737

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 24-10-2016 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,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k5
moa.BlastDecayed(9)_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
0.9051
Per class
Confusion matrix
F measure
0.7697
Per class
Kappa
0.7002
KB relative information score
575383.698
Mean absolute error
0.1825
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7757
Per class
Predictive accuracy
0.7707
Prior entropy
2.3219
Recall
0.7707
Per class
Relative absolute error
0.5702
Root mean prior squared error
0.4
Root mean squared error
0.2889
Root relative squared error
0.7222