Run
571411

Run 571411

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 04-05-2016 by Jan van Rijn
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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,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
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
0.6338
Per class
Confusion matrix
F measure
0.5275
Per class
Kappa
0.2682
KB relative information score
19537.2542
Mean absolute error
0.3149
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5275
Per class
Predictive accuracy
0.5277
Prior entropy
1.585
Recall
0.5277
Per class
Relative absolute error
0.7085
Root mean prior squared error
0.4714
Root mean squared error
0.5612
Root relative squared error
1.1904