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Run
179162

Run 179162

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 24-02-2015 by Jason
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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
0.9702
Per class
Confusion matrix
F measure
0.8705
Per class
Kappa
0.8594
KB relative information score
877382.4619
Mean absolute error
0.0159
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8755
Per class
Predictive accuracy
0.8715
Prior entropy
4.2479
Recall
0.8715
Per class
Relative absolute error
0.159
Root mean prior squared error
0.2233
Root mean squared error
0.1066
Root relative squared error
0.4773