Run
571100

Run 571100

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)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g10
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
0.8762
Per class
Confusion matrix
F measure
0.8786
Per class
Kappa
0.754
KB relative information score
757556
Mean absolute error
0.1212
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8787
Per class
Predictive accuracy
0.8788
Prior entropy
1
Recall
0.8788
Per class
Relative absolute error
0.2424
Root mean prior squared error
0.5
Root mean squared error
0.3482
Root relative squared error
0.6963