Run
544100

Run 544100

Task 192 (Supervised Data Stream Classification) LED(50000) 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)_k3
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
0.8875
Per class
Confusion matrix
F measure
0.7326
Per class
Kappa
0.7034
KB relative information score
730759.9826
Mean absolute error
0.0603
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7323
Per class
Predictive accuracy
0.7331
Prior entropy
3.3219
Recall
0.7331
Per class
Relative absolute error
0.3348
Root mean prior squared error
0.3
Root mean squared error
0.2148
Root relative squared error
0.716