Run
571431

Run 571431

Task 6704 (Supervised Data Stream Classification) BNG(solar-flare) 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
0.8604
Per class
Confusion matrix
F measure
0.7645
Per class
Kappa
0.7118
KB relative information score
753844.6625
Mean absolute error
0.0745
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7689
Per class
Predictive accuracy
0.7766
Prior entropy
2.585
Recall
0.7766
Per class
Relative absolute error
0.2681
Root mean prior squared error
0.3727
Root mean squared error
0.2729
Root relative squared error
0.7323