Run
571458

Run 571458

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 04-05-2016 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
0.9218
Per class
Confusion matrix
F measure
0.8999
Per class
Kappa
0.8475
KB relative information score
862838.3283
Mean absolute error
0.0668
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.9009
Per class
Predictive accuracy
0.8998
Prior entropy
1.585
Recall
0.8998
Per class
Relative absolute error
0.1503
Root mean prior squared error
0.4714
Root mean squared error
0.2584
Root relative squared error
0.5482