Run
524793

Run 524793

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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)_g1
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
0.8748
Per class
Confusion matrix
F measure
0.8737
Per class
Kappa
0.7501
KB relative information score
858217.9673
Mean absolute error
0.0498
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8728
Per class
Predictive accuracy
0.8755
Prior entropy
2.3219
Recall
0.8755
Per class
Relative absolute error
0.1556
Root mean prior squared error
0.4
Root mean squared error
0.2232
Root relative squared error
0.5579