Run
1835169

Run 1835169

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) Uploaded 26-10-2016 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)_g10
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
0.9515
Per class
Confusion matrix
F measure
0.9507
Per class
Kappa
0.9014
KB relative information score
901388
Mean absolute error
0.0493
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9515
Per class
Predictive accuracy
0.9507
Prior entropy
1
Recall
0.9507
Per class
Relative absolute error
0.0986
Root mean prior squared error
0.5
Root mean squared error
0.2221
Root relative squared error
0.4441