Run
571163

Run 571163

Task 6704 (Supervised Data Stream Classification) BNG(solar-flare) Uploaded 03-05-2016 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,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g100
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
0.8601
Per class
Confusion matrix
F measure
0.7643
Per class
Kappa
0.7109
KB relative information score
752900.4579
Mean absolute error
0.0748
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7676
Per class
Predictive accuracy
0.7757
Prior entropy
2.585
Recall
0.7757
Per class
Relative absolute error
0.2691
Root mean prior squared error
0.3727
Root mean squared error
0.2734
Root relative squared error
0.7337