Run
571269

Run 571269

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
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
0.8368
Per class
Confusion matrix
F measure
0.8405
Per class
Kappa
0.6764
KB relative information score
681832
Mean absolute error
0.1591
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8407
Per class
Predictive accuracy
0.8409
Prior entropy
1
Recall
0.8409
Per class
Relative absolute error
0.3182
Root mean prior squared error
0.5
Root mean squared error
0.3989
Root relative squared error
0.7977