Run
1835799

Run 1835799

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 27-10-2016 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.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.99
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k1
moa.BlastDecayed(9)_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
0.8574
Per class
Confusion matrix
F measure
0.8718
Per class
Kappa
0.7275
KB relative information score
746296
Mean absolute error
0.1269
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.873
Per class
Predictive accuracy
0.8731
Prior entropy
1
Recall
0.8731
Per class
Relative absolute error
0.2537
Root mean prior squared error
0.5
Root mean squared error
0.3562
Root relative squared error
0.7123