Run
1833578

Run 1833578

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 21-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_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
0.8512
Per class
Confusion matrix
F measure
0.8506
Per class
Kappa
0.7037
KB relative information score
832099.6851
Mean absolute error
0.059
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8497
Per class
Predictive accuracy
0.8525
Prior entropy
2.3219
Recall
0.8525
Per class
Relative absolute error
0.1843
Root mean prior squared error
0.4
Root mean squared error
0.2429
Root relative squared error
0.6072