Run
525021

Run 525021

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 19-02-2016 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
0.8762
Per class
Confusion matrix
F measure
0.8786
Per class
Kappa
0.7539
KB relative information score
757436
Mean absolute error
0.1213
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8786
Per class
Predictive accuracy
0.8787
Prior entropy
1
Recall
0.8787
Per class
Relative absolute error
0.2426
Root mean prior squared error
0.5
Root mean squared error
0.3483
Root relative squared error
0.6965