Run
1836791

Run 1836791

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 28-10-2016 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(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k4
moa.BlastDecayed(9)_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
0.9444
Per class
Confusion matrix
F measure
0.9181
Per class
Kappa
0.8362
KB relative information score
899257.4052
Mean absolute error
0.0408
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9185
Per class
Predictive accuracy
0.9181
Prior entropy
2.3219
Recall
0.9181
Per class
Relative absolute error
0.1275
Root mean prior squared error
0.4
Root mean squared error
0.168
Root relative squared error
0.4199