Run
1833638

Run 1833638

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)_w100
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
0.8709
Per class
Confusion matrix
F measure
0.87
Per class
Kappa
0.7426
KB relative information score
854026.6081
Mean absolute error
0.0513
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.869
Per class
Predictive accuracy
0.8718
Prior entropy
2.3219
Recall
0.8718
Per class
Relative absolute error
0.1602
Root mean prior squared error
0.4
Root mean squared error
0.2265
Root relative squared error
0.5661