Run
536374

Run 536374

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 11-03-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(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
0.6952
Per class
Confusion matrix
F measure
0.7654
Per class
Kappa
0.4239
KB relative information score
554142
Mean absolute error
0.2229
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7666
Per class
Predictive accuracy
0.7771
Prior entropy
1
Recall
0.7771
Per class
Relative absolute error
0.4459
Root mean prior squared error
0.5
Root mean squared error
0.4722
Root relative squared error
0.9443