Run
543827

Run 543827

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 28-03-2016 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)_k6
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
0.9469
Per class
Confusion matrix
F measure
0.793
Per class
Kappa
0.7339
KB relative information score
696552.883
Mean absolute error
0.1268
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8031
Per class
Predictive accuracy
0.7971
Prior entropy
2.3219
Recall
0.7971
Per class
Relative absolute error
0.3962
Root mean prior squared error
0.4
Root mean squared error
0.2455
Root relative squared error
0.6138