Run
525281

Run 525281

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.9
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
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
0.9168
Per class
Confusion matrix
F measure
0.8708
Per class
Kappa
0.8332
KB relative information score
853227.278
Mean absolute error
0.0516
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8711
Per class
Predictive accuracy
0.8711
Prior entropy
2.3219
Recall
0.8711
Per class
Relative absolute error
0.1611
Root mean prior squared error
0.4
Root mean squared error
0.2271
Root relative squared error
0.5677