4982
2
Joaquin Vanschoren
2209
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
42
soybean
https://www.openml.org/data/download/42/dataset_42_soybean.arff
-1
10253
description
https://api.openml.org/data/download/10253/moa_task_22098702851621730217013.xml
-1
10254
predictions
https://api.openml.org/data/download/10254/openml_task_2209_predictions5405156187813867913.arff
area_under_roc_curve
0.959218 [0.998416,0.963084,0.963688,0.987863,0.974267,0.963047,0.968816,0.946351,0.926018,0.917873,0.970362,0.966798,0.957466,0.953352,0.944322,0.966667,0.964286,0.96875,0.872407]
average_cost
0
confusion_matrix
[[20,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[6,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[6,0,14,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[3,0,9,76,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[0,10,0,0,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0],[0,0,0,0,10,10,0,0,0,0,0,0,0,0,0,0,0,0,0],[0,0,0,0,1,5,14,0,0,0,0,0,0,0,0,0,0,0,0],[0,0,0,0,1,0,5,76,0,0,0,0,0,7,3,0,0,0,0],[0,0,0,0,0,0,0,13,7,0,0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,6,7,7,0,0,0,0,0,0,0,0,0],[0,0,0,0,2,0,0,3,1,0,14,0,0,0,0,0,0,0,0],[10,0,0,3,0,0,0,0,0,0,1,30,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,15,1,0,0,0,1,3,0,0,0,0,0],[0,0,0,0,0,0,0,21,0,0,0,0,1,69,0,0,0,0,0],[0,0,0,0,0,0,0,7,0,0,0,0,0,25,59,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,7,0,0,0,8,0,0,0],[0,0,0,1,0,0,0,0,0,2,0,0,0,1,0,0,10,0,0],[4,5,0,5,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0],[0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2]]
f_measure
0.670616 [0.57971,0.571429,0.651163,0.849162,0.731183,0.571429,0.717949,0.652361,0.388889,0.482759,0.8,0.740741,0.090909,0.704082,0.771242,0.695652,0.833333,0.117647,0.4]
kappa
0.649367
kb_relative_information_score
514.953017
mean_absolute_error
0.038699
mean_prior_absolute_error
0.099723
number_of_instances
683 [20,20,20,88,44,20,20,92,20,20,20,44,20,91,91,15,14,16,8]
precision
0.731656 [0.408163,0.482759,0.608696,0.835165,0.693878,0.666667,0.736842,0.539007,0.4375,0.777778,0.933333,0.810811,0.5,0.657143,0.951613,1,1,1,1]
predictive_accuracy
0.682284
prior_entropy
4.247928
ram_hours
0
recall
0.682284 [1,0.7,0.7,0.863636,0.772727,0.5,0.7,0.826087,0.35,0.35,0.7,0.681818,0.05,0.758242,0.648352,0.533333,0.714286,0.0625,0.25]
relative_absolute_error
0.388066
root_mean_prior_squared_error
0.223297
root_mean_squared_error
0.147022
root_relative_squared_error
0.658413
run_cpu_time
3.11
total_cost
0