Run
543439

Run 543439

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 24-03-2016 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)_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
0.9459
Per class
Confusion matrix
F measure
0.8072
Per class
Kappa
0.7527
KB relative information score
779819.2633
Mean absolute error
0.09
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8139
Per class
Predictive accuracy
0.8103
Prior entropy
2.3219
Recall
0.8103
Per class
Relative absolute error
0.2813
Root mean prior squared error
0.4
Root mean squared error
0.2281
Root relative squared error
0.5703