Run
525807

Run 525807

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 19-02-2016 by Joaquin Vanschoren
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(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
0.6957
Per class
Confusion matrix
F measure
0.7646
Per class
Kappa
0.4227
KB relative information score
550868
Mean absolute error
0.2246
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7649
Per class
Predictive accuracy
0.7754
Prior entropy
1
Recall
0.7754
Per class
Relative absolute error
0.4491
Root mean prior squared error
0.5
Root mean squared error
0.4739
Root relative squared error
0.9478