Run
179165

Run 179165

Task 7343 (Supervised Data Stream Classification) BNG(anneal.ORIG,5000,10) Uploaded 24-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_Perceptron(1)Moa implementation of LeveragingBag
moa.LeveragingBag_Perceptron(1)_lmoa.classifiers.functions.Perceptron
moa.LeveragingBag_Perceptron(1)_s10
moa.LeveragingBag_Perceptron(1)_w6.0
moa.LeveragingBag_Perceptron(1)_a0.002
moa.LeveragingBag_Perceptron(1)_ofalse
moa.LeveragingBag_Perceptron(1)_mLeveragingBag
moa.LeveragingBag_Perceptron(1)_r1
moa.Perceptron(2)_l1.0
moa.Perceptron(2)_r1

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
0.4887
Per class
Confusion matrix
F measure
0.6536
Per class
Kappa
-0.0008
KB relative information score
687371.7841
Mean absolute error
0.1038
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.5984
Per class
Predictive accuracy
0.7498
Prior entropy
2.585
Recall
0.7498
Per class
Relative absolute error
0.3738
Root mean prior squared error
0.3727
Root mean squared error
0.2768
Root relative squared error
0.7427