Run
524753

Run 524753

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 18-02-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(1)_g1000
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
0.8784
Per class
Confusion matrix
F measure
0.8772
Per class
Kappa
0.757
KB relative information score
862089.3667
Mean absolute error
0.0484
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8762
Per class
Predictive accuracy
0.8789
Prior entropy
2.3219
Recall
0.8789
Per class
Relative absolute error
0.1514
Root mean prior squared error
0.4
Root mean squared error
0.2201
Root relative squared error
0.5503