Run
188702

Run 188702

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 25-02-2015 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
0.9411
Per class
Confusion matrix
F measure
0.7292
Per class
Kappa
0.6995
KB relative information score
706175.4436
Mean absolute error
0.0705
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7291
Per class
Predictive accuracy
0.7296
Prior entropy
3.3219
Recall
0.7296
Per class
Relative absolute error
0.3919
Root mean prior squared error
0.3
Root mean squared error
0.2065
Root relative squared error
0.6883