Run
179157

Run 179157

Task 7384 (Supervised Data Stream Classification) BNG(lymph,1000,5) 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
0.8915
Per class
Confusion matrix
F measure
0.7859
Per class
Kappa
0.616
KB relative information score
733547.7904
Mean absolute error
0.1203
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.791
Per class
Predictive accuracy
0.8042
Prior entropy
2
Recall
0.8042
Per class
Relative absolute error
0.3209
Root mean prior squared error
0.433
Root mean squared error
0.2749
Root relative squared error
0.6349