Run
179190

Run 179190

Task 7352 (Supervised Data Stream Classification) BNG(kr-vs-kp,5000,10) 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
0.927
Per class
Confusion matrix
F measure
0.8583
Per class
Kappa
0.7161
KB relative information score
690755.8538
Mean absolute error
0.1579
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8583
Per class
Predictive accuracy
0.8584
Prior entropy
1
Recall
0.8584
Per class
Relative absolute error
0.3159
Root mean prior squared error
0.5
Root mean squared error
0.3367
Root relative squared error
0.6734