Run
1835059

Run 1835059

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 26-10-2016 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)_w100
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
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
0.8607
Per class
Confusion matrix
F measure
0.8752
Per class
Kappa
0.7347
KB relative information score
753138
Mean absolute error
0.1234
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8766
Per class
Predictive accuracy
0.8766
Prior entropy
1
Recall
0.8766
Per class
Relative absolute error
0.2469
Root mean prior squared error
0.5
Root mean squared error
0.3513
Root relative squared error
0.7027