Run
525096

Run 525096

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(1)_g1000
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
0.8621
Per class
Confusion matrix
F measure
0.8371
Per class
Kappa
0.7274
KB relative information score
1212152.1338
Mean absolute error
0.032
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.8384
Per class
Predictive accuracy
0.8401
Prior entropy
3.3219
Recall
0.8401
Per class
Relative absolute error
0.1777
Root mean prior squared error
0.3
Root mean squared error
0.1788
Root relative squared error
0.5961