Run
180090

Run 180090

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 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
0.9472
Per class
Confusion matrix
F measure
0.9218
Per class
Kappa
0.8437
KB relative information score
892899.2128
Mean absolute error
0.0455
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9218
Per class
Predictive accuracy
0.9218
Prior entropy
2.3219
Recall
0.9218
Per class
Relative absolute error
0.1421
Root mean prior squared error
0.4
Root mean squared error
0.1648
Root relative squared error
0.412