Run
554570

Run 554570

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 10-04-2016 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(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k6
moa.BlastDecayed(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
0.9512
Per class
Confusion matrix
F measure
0.8382
Per class
Kappa
0.4741
KB relative information score
689572.1915
Mean absolute error
0.1559
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8467
Per class
Predictive accuracy
0.8551
Prior entropy
1
Recall
0.8551
Per class
Relative absolute error
0.3119
Root mean prior squared error
0.5
Root mean squared error
0.3135
Root relative squared error
0.627