Run
526084

Run 526084

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 19-02-2016 by Joaquin Vanschoren
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
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
0.9488
Per class
Confusion matrix
F measure
0.908
Per class
Kappa
0.8977
KB relative information score
903679.4606
Mean absolute error
0.0184
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9085
Per class
Predictive accuracy
0.9079
Prior entropy
3.3219
Recall
0.9079
Per class
Relative absolute error
0.1023
Root mean prior squared error
0.3
Root mean squared error
0.1357
Root relative squared error
0.4524