Run
197210

Run 197210

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 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
0.7306
Per class
Confusion matrix
F measure
0.5102
Per class
Kappa
0.3624
KB relative information score
376780.9939
Mean absolute error
0.2394
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.5251
Per class
Predictive accuracy
0.5129
Prior entropy
2.3219
Recall
0.5129
Per class
Relative absolute error
0.748
Root mean prior squared error
0.4
Root mean squared error
0.3692
Root relative squared error
0.923