Run
179182

Run 179182

Task 7376 (Supervised Data Stream Classification) BNG(autos,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
0.5
Per class
Confusion matrix
F measure
0
Per class
Kappa
0
KB relative information score
-69030.6958
Mean absolute error
0.2836
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.3361
Per class
Predictive accuracy
0.0024
Prior entropy
2.8074
Recall
0.0024
Per class
Relative absolute error
1.1579
Root mean prior squared error
0.3499
Root mean squared error
0.5194
Root relative squared error
1.4843