Run
535475

Run 535475

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 09-03-2016 by Joaquin Vanschoren
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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,trees.HoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k2
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
0.7361
Per class
Confusion matrix
F measure
0.7651
Per class
Kappa
0.4235
KB relative information score
543279.8476
Mean absolute error
0.2284
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7658
Per class
Predictive accuracy
0.7763
Prior entropy
1
Recall
0.7763
Per class
Relative absolute error
0.4568
Root mean prior squared error
0.5
Root mean squared error
0.4428
Root relative squared error
0.8855