Run
571281

Run 571281

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 03-05-2016 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(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
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
0.6696
Per class
Confusion matrix
F measure
0.7335
Per class
Kappa
0.3539
KB relative information score
479442
Mean absolute error
0.2603
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7303
Per class
Predictive accuracy
0.7397
Prior entropy
1
Recall
0.7397
Per class
Relative absolute error
0.5206
Root mean prior squared error
0.5
Root mean squared error
0.5102
Root relative squared error
1.0204