Run
571270

Run 571270

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)_w1
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
0.842
Per class
Confusion matrix
F measure
0.7398
Per class
Kappa
0.6719
KB relative information score
718186.3425
Mean absolute error
0.0853
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7443
Per class
Predictive accuracy
0.7442
Prior entropy
2.585
Recall
0.7442
Per class
Relative absolute error
0.3069
Root mean prior squared error
0.3727
Root mean squared error
0.292
Root relative squared error
0.7835