Run
1835624

Run 1835624

Task 2151 (Supervised Data Stream Classification) BNG(cmc) 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)_g1000
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
0.6331
Per class
Confusion matrix
F measure
0.5263
Per class
Kappa
0.2667
KB relative information score
19427.7286
Mean absolute error
0.3159
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5264
Per class
Predictive accuracy
0.5262
Prior entropy
1.585
Recall
0.5262
Per class
Relative absolute error
0.7107
Root mean prior squared error
0.4714
Root mean squared error
0.562
Root relative squared error
1.1922