Run
179166

Run 179166

Task 7385 (Supervised Data Stream Classification) BNG(lymph,1000,10) 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
0.8787
Per class
Confusion matrix
F measure
0.7722
Per class
Kappa
0.5902
KB relative information score
713414.7916
Mean absolute error
0.1301
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7739
Per class
Predictive accuracy
0.7915
Prior entropy
2
Recall
0.7915
Per class
Relative absolute error
0.347
Root mean prior squared error
0.433
Root mean squared error
0.2814
Root relative squared error
0.6498