Run
571321

Run 571321

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)_w10
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
0.8436
Per class
Confusion matrix
F measure
0.7409
Per class
Kappa
0.676
KB relative information score
722668.2843
Mean absolute error
0.0839
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7455
Per class
Predictive accuracy
0.7483
Prior entropy
2.585
Recall
0.7483
Per class
Relative absolute error
0.3021
Root mean prior squared error
0.3727
Root mean squared error
0.2897
Root relative squared error
0.7773