Run
571455

Run 571455

Task 7309 (Supervised Data Stream Classification) Agrawal1 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)_w10
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
0.8795
Per class
Confusion matrix
F measure
0.9104
Per class
Kappa
0.793
KB relative information score
825336
Mean absolute error
0.0873
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9148
Per class
Predictive accuracy
0.9127
Prior entropy
1
Recall
0.9127
Per class
Relative absolute error
0.1747
Root mean prior squared error
0.5
Root mean squared error
0.2955
Root relative squared error
0.591