Run
535186

Run 535186

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 08-03-2016 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)_k5
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
0.7445
Per class
Confusion matrix
F measure
0.7101
Per class
Kappa
0.2809
KB relative information score
447211.5119
Mean absolute error
0.2833
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7449
Per class
Predictive accuracy
0.751
Prior entropy
1
Recall
0.751
Per class
Relative absolute error
0.5666
Root mean prior squared error
0.5
Root mean squared error
0.4293
Root relative squared error
0.8586