Run
524716

Run 524716

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 18-02-2016 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)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g1000
moa.BlastDecayed(1)_k1
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
0.8481
Per class
Confusion matrix
F measure
0.9101
Per class
Kappa
0.7221
KB relative information score
823590
Mean absolute error
0.0882
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9095
Per class
Predictive accuracy
0.9118
Prior entropy
1
Recall
0.9118
Per class
Relative absolute error
0.1764
Root mean prior squared error
0.5
Root mean squared error
0.297
Root relative squared error
0.594