Run
525726

Run 525726

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 19-02-2016 by Joaquin Vanschoren
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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)_g100
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
0.8785
Per class
Confusion matrix
F measure
0.8773
Per class
Kappa
0.7572
KB relative information score
862187.2903
Mean absolute error
0.0484
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8763
Per class
Predictive accuracy
0.879
Prior entropy
2.3219
Recall
0.879
Per class
Relative absolute error
0.1513
Root mean prior squared error
0.4
Root mean squared error
0.22
Root relative squared error
0.5501