Run
525483

Run 525483

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 19-02-2016 by Joaquin Vanschoren
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.99
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k1
moa.BlastDecayed(1)_ptrue

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
0.9259
Per class
Confusion matrix
F measure
0.9413
Per class
Kappa
0.8566
KB relative information score
937386.1276
Mean absolute error
0.0189
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9405
Per class
Predictive accuracy
0.9432
Prior entropy
2.585
Recall
0.9432
Per class
Relative absolute error
0.0682
Root mean prior squared error
0.3727
Root mean squared error
0.1376
Root relative squared error
0.3693