Run
1834743

Run 1834743

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.8946
Per class
Confusion matrix
F measure
0.7251
Per class
Kappa
0.6954
KB relative information score
701891.4191
Mean absolute error
0.0719
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7247
Per class
Predictive accuracy
0.7259
Prior entropy
3.3219
Recall
0.7259
Per class
Relative absolute error
0.3992
Root mean prior squared error
0.3
Root mean squared error
0.2119
Root relative squared error
0.7065