Run
1835076

Run 1835076

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
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
0.9908
Per class
Confusion matrix
F measure
0.9846
Per class
Kappa
0.9807
KB relative information score
983032.9638
Mean absolute error
0.0051
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9846
Per class
Predictive accuracy
0.9846
Prior entropy
2.585
Recall
0.9846
Per class
Relative absolute error
0.0185
Root mean prior squared error
0.3727
Root mean squared error
0.0716
Root relative squared error
0.1923