Run
525885

Run 525885

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) Uploaded 19-02-2016 by Joaquin Vanschoren
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w100
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
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
0.8397
Per class
Confusion matrix
F measure
0.904
Per class
Kappa
0.7035
KB relative information score
811412
Mean absolute error
0.0943
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9032
Per class
Predictive accuracy
0.9057
Prior entropy
1
Recall
0.9057
Per class
Relative absolute error
0.1886
Root mean prior squared error
0.5
Root mean squared error
0.3071
Root relative squared error
0.6141