Run
536376

Run 536376

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 11-03-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
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
0.8772
Per class
Confusion matrix
F measure
0.8798
Per class
Kappa
0.7563
KB relative information score
759928
Mean absolute error
0.12
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8798
Per class
Predictive accuracy
0.88
Prior entropy
1
Recall
0.88
Per class
Relative absolute error
0.2401
Root mean prior squared error
0.5
Root mean squared error
0.3465
Root relative squared error
0.6929