Run
524887

Run 524887

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 19-02-2016 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
0.8728
Per class
Confusion matrix
F measure
0.8752
Per class
Kappa
0.747
KB relative information score
750564
Mean absolute error
0.1247
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8752
Per class
Predictive accuracy
0.8753
Prior entropy
1
Recall
0.8753
Per class
Relative absolute error
0.2494
Root mean prior squared error
0.5
Root mean squared error
0.3532
Root relative squared error
0.7063