179071
1
Jan van Rijn
7356
Supervised Data Stream Classification
90
moa.Perceptron(1)
1893
functions.Perceptron
l
1.0
90
r
1
90
Moa
1378
BNG(letter,1000,1)
https://www.openml.org/data/download/583789/BNG_letter_1000_1.arff
-1
588587
description
https://api.openml.org/data/download/588587/moa_task_73562012849148015930885.xml
-1
588588
predictions
https://api.openml.org/data/download/588588/openml_task_7356_predictions5289277343305316519.arff
area_under_roc_curve
0.499705 [0.499999,0.499933,0.500037,0.5,0.5,0.500198,0.5,0.5,0.5,0.5,0.5,0.5,0.499548,0.5,0.499801,0.5,0.5,0.506728,0.5,0.486547,0.5,0.5,0.5,0.5,0.5,0.5]
average_cost
0
confusion_matrix
[[0,0,0,0,0,0,0,0,0,0,0,0,449,0,0,0,0,0,0,38728,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,536,0,0,0,0,0,0,37859,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,548,0,0,0,0,0,0,36359,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,523,0,0,0,0,0,0,39730,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,537,0,0,0,0,0,0,37875,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,533,0,0,0,0,0,0,38314,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,542,0,0,0,0,0,0,38038,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,505,0,0,0,0,1,0,36305,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,412,0,0,0,0,0,0,37410,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,478,0,0,0,0,0,0,36851,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,508,0,0,0,0,0,0,36893,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,329,0,0,0,0,0,0,37908,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,515,0,0,0,0,0,0,39187,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,565,0,0,0,0,0,0,38577,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,530,0,0,0,0,0,0,37421,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,542,0,0,0,0,0,0,39175,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,540,0,0,0,0,0,0,38693,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,497,0,0,0,0,0,0,37373,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,507,0,0,0,0,0,0,36930,0,0,0,0,0,0],[1,0,0,0,0,0,0,0,0,0,0,0,526,0,0,0,0,0,0,38918,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,556,0,0,0,0,0,0,40209,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,546,0,0,0,0,0,0,37424,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,509,0,0,0,0,0,0,37182,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,535,0,0,0,0,0,0,38531,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,489,0,0,0,0,0,0,38465,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,481,0,0,0,0,0,0,36405,0,0,0,0,0,0]]
f_measure
0.003764 [0,0,0,0,0,0,0,0,0,0,0,0,0.019456,0,0,0,0,0,0,0.075848,0,0,0,0,0,0]
kappa
-0.000016
kb_relative_information_score
28182.057701
mean_absolute_error
0.07389
mean_prior_absolute_error
0.073964
number_of_instances
1000000 [39177,38395,36907,40253,38412,38847,38580,36811,37822,37329,37401,38237,39702,39142,37951,39717,39233,37870,37437,39445,40765,37970,37691,39066,38954,36886]
precision
0.0031 [0,0,0,0,0,0,0,0,0,0,0,0,0.038903,0,0,0,0,0,0,0.03944,0,0,0,0,0,0]
predictive_accuracy
0.039433
prior_entropy
4.70044
recall
0.039433 [0,0,0,0,0,0,0,0,0,0,0,0,0.012972,0,0,0,0,0,0,0.98664,0,0,0,0,0,0]
relative_absolute_error
0.998994
root_mean_prior_squared_error
0.192308
root_mean_squared_error
0.271326
root_relative_squared_error
1.410897
total_cost
0