Run
1833454

Run 1833454

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 20-10-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(2)_g1000
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.8756
Per class
Confusion matrix
F measure
0.8772
Per class
Kappa
0.7515
KB relative information score
754494
Mean absolute error
0.1228
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8772
Per class
Predictive accuracy
0.8772
Prior entropy
1
Recall
0.8772
Per class
Relative absolute error
0.2455
Root mean prior squared error
0.5
Root mean squared error
0.3504
Root relative squared error
0.7007