Run
571311

Run 571311

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 03-05-2016 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.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(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
0.845
Per class
Confusion matrix
F measure
0.848
Per class
Kappa
0.6918
KB relative information score
696426
Mean absolute error
0.1518
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.848
Per class
Predictive accuracy
0.8482
Prior entropy
1
Recall
0.8482
Per class
Relative absolute error
0.3036
Root mean prior squared error
0.5
Root mean squared error
0.3896
Root relative squared error
0.7792