1835896
1
Jan van Rijn
125962
Supervised Data Stream Classification
4825
moa.BlastDecayed(9)
24084
meta.BlastDecayed -a 0.9999 -b bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
a
0.9999
4825
b
bayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
4825
g
1
4825
k
1
4825
p
false
4825
Moa
40519
BNG(segment)
https://www.openml.org/data/download/4600916/BNG(segment).arff
-1
4610108
description
https://api.openml.org/data/download/4610108/moa_task_1259625442078485945947295.xml
-1
4610109
predictions
https://api.openml.org/data/download/4610109/openml_task_125962_predictions208116466753680035.arff
area_under_roc_curve
0.920239 [0.948874,0.993794,0.839256,0.890109,0.82787,0.958303,0.983101]
average_cost
0
confusion_matrix
[[131731,591,2656,1718,5304,300,688],[88,142468,182,561,123,100,64],[5781,888,102299,4286,27792,1307,523],[4532,932,3767,114936,15573,2764,524],[8772,619,24241,5797,101828,640,605],[295,516,622,7293,1014,131584,1042],[694,415,663,375,642,1459,138406]]
f_measure
0.863316 [0.893452,0.982487,0.737806,0.826896,0.690879,0.938143,0.972957]
kappa
0.84046
kb_relative_information_score
852419.127189
mean_absolute_error
0.039071
mean_prior_absolute_error
0.244898
number_of_instances
1000000 [142988,143586,142876,143028,142502,142366,142654]
precision
0.864314 [0.867262,0.972949,0.760983,0.851592,0.668707,0.952444,0.975707]
predictive_accuracy
0.863252
prior_entropy
2.807355
recall
0.863252 [0.921273,0.992214,0.715998,0.803591,0.714572,0.924266,0.970222]
relative_absolute_error
0.159539
root_mean_prior_squared_error
0.349927
root_mean_squared_error
0.197663
root_relative_squared_error
0.56487
total_cost
0