Run
179199

Run 179199

Task 2151 (Supervised Data Stream Classification) BNG(cmc) 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
0.5
Per class
Confusion matrix
F measure
0.1803
Per class
Kappa
-0
KB relative information score
5988.9351
Mean absolute error
0.4342
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.1216
Per class
Predictive accuracy
0.3487
Prior entropy
1.585
Recall
0.3487
Per class
Relative absolute error
0.977
Root mean prior squared error
0.4714
Root mean squared error
0.6589
Root relative squared error
1.3978