Run
183616

Run 183616

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 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
0.7658
Per class
Confusion matrix
F measure
0.5524
Per class
Kappa
0.4189
KB relative information score
422991.3237
Mean absolute error
0.2227
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.5558
Per class
Predictive accuracy
0.5567
Prior entropy
2.3219
Recall
0.5567
Per class
Relative absolute error
0.6959
Root mean prior squared error
0.4
Root mean squared error
0.3551
Root relative squared error
0.8878