Run
194075

Run 194075

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 26-02-2015 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
0.8555
Per class
Confusion matrix
F measure
0.7766
Per class
Kappa
0.5509
KB relative information score
515144.5776
Mean absolute error
0.2472
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7767
Per class
Predictive accuracy
0.7769
Prior entropy
1
Recall
0.7769
Per class
Relative absolute error
0.4945
Root mean prior squared error
0.5
Root mean squared error
0.4122
Root relative squared error
0.8243