Run
544157

Run 544157

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 30-03-2016 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)_k4
moa.BlastDecayed(1)_ptrue

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
0.9738
Per class
Confusion matrix
F measure
0.8793
Per class
Kappa
0.6149
KB relative information score
751758.3621
Mean absolute error
0.1233
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8833
Per class
Predictive accuracy
0.8874
Prior entropy
1
Recall
0.8874
Per class
Relative absolute error
0.2466
Root mean prior squared error
0.5
Root mean squared error
0.27
Root relative squared error
0.5399