Run
536375

Run 536375

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 11-03-2016 by Joaquin Vanschoren
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10000
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
0.9545
Per class
Confusion matrix
F measure
0.9178
Per class
Kappa
0.909
KB relative information score
914374.4224
Mean absolute error
0.0164
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9178
Per class
Predictive accuracy
0.9181
Prior entropy
3.3219
Recall
0.9181
Per class
Relative absolute error
0.091
Root mean prior squared error
0.3
Root mean squared error
0.128
Root relative squared error
0.4266