1372
1
Jan van Rijn
164
Supervised Data Stream Classification
82
moa.LeveragingBag_kNN(1)
23
meta.LeveragingBag -l lazy.kNN
a
0.002
82
l
moa.classifiers.lazy.kNN
82
m
LeveragingBag
82
o
false
82
r
1
82
s
10
82
w
6.0
82
k
10
81
n
LinearNN
81
w
1000
81
124
BNG(credit-a,nominal,1000000)
https://www.openml.org/data/download/1844/BayesianNetworkGenerator_credit-a.arff
-1
2906
description
https://api.openml.org/data/download/2906/moa_task_1641143700368777703389.xml
-1
2907
predictions
https://api.openml.org/data/download/2907/openml_task_164_predictions5761858740782163542.arff
area_under_roc_curve
0.922579 [0.922579,0.922579]
average_cost
0
confusion_matrix
[[374744,70358],[65727,489171]]
f_measure
0.863842 [0.846331,0.877888]
kappa
0.724225
kb_relative_information_score
584707.672875
mean_absolute_error
0.223497
mean_prior_absolute_error
0.5
number_of_instances
1000000 [445102,554898]
precision
0.863806 [0.85078,0.874255]
predictive_accuracy
0.863915
prior_entropy
1
ram_hours
0.0006548121998707452
recall
0.863915 [0.841928,0.881551]
relative_absolute_error
0.446995
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.325189
root_relative_squared_error
0.650377
run_cpu_time
4482.09
total_cost
0