Run
179198

Run 179198

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.8806
Per class
Confusion matrix
F measure
0.8715
Per class
Kappa
0.7266
KB relative information score
713113.9583
Mean absolute error
0.1477
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8732
Per class
Predictive accuracy
0.873
Prior entropy
1
Recall
0.873
Per class
Relative absolute error
0.2954
Root mean prior squared error
0.5
Root mean squared error
0.3392
Root relative squared error
0.6784