Run
179192

Run 179192

Task 7383 (Supervised Data Stream Classification) BNG(lymph,1000,1) 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
0.9262
Per class
Confusion matrix
F measure
0.8277
Per class
Kappa
0.6937
KB relative information score
796051.2115
Mean absolute error
0.0908
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8356
Per class
Predictive accuracy
0.8427
Prior entropy
2
Recall
0.8427
Per class
Relative absolute error
0.2421
Root mean prior squared error
0.433
Root mean squared error
0.2484
Root relative squared error
0.5738