Run
197017

Run 197017

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 26-02-2015 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
0.9032
Per class
Confusion matrix
F measure
0.8509
Per class
Kappa
0.703
KB relative information score
67764.6404
Mean absolute error
0.158
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8569
Per class
Predictive accuracy
0.8515
Prior entropy
1
Recall
0.8515
Per class
Relative absolute error
0.316
Root mean prior squared error
0.5
Root mean squared error
0.3581
Root relative squared error
0.7162