Run
539793

Run 539793

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 22-03-2016 by Joaquin Vanschoren
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,lazy.kNNwithPAW,meta.AccuracyWeightedEnsemble -l (meta.WEKAClassifier -l (weka.classifiers.rules.JRip -F 3 -N 2.0 -O 2 -S 1)) -c 1000,trees.HoeffdingOptionTree
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
0.8814
Per class
Confusion matrix
F measure
0.881
Per class
Kappa
0.7651
KB relative information score
866995.7961
Mean absolute error
0.0467
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8803
Per class
Predictive accuracy
0.8832
Prior entropy
2.3219
Recall
0.8832
Per class
Relative absolute error
0.146
Root mean prior squared error
0.4
Root mean squared error
0.2162
Root relative squared error
0.5404