Run
1835631

Run 1835631

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 27-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1000
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
0.8785
Per class
Confusion matrix
F measure
0.8774
Per class
Kappa
0.7574
KB relative information score
862294.3232
Mean absolute error
0.0484
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8764
Per class
Predictive accuracy
0.8791
Prior entropy
2.3219
Recall
0.8791
Per class
Relative absolute error
0.1512
Root mean prior squared error
0.4
Root mean squared error
0.2199
Root relative squared error
0.5499