482182
64
Rafael Gomes Mantovani
3784
Supervised Classification
predictive_accuracy
1821
classif.boosting(2)
2420
xval
0
1821
seed
1
1821
kind
Mersenne-Twister
1821
normal.kind
Inversion
1821
921
analcatdata_seropositive
https://www.openml.org/data/download/53455/analcatdata_seropositive.arff
-1
1693946
description
https://api.openml.org/data/download/1693946/file59ef27b181d6
-1
1693947
predictions
https://api.openml.org/data/download/1693947/file59ef7b766c4f
area_under_roc_curve
0.975228 [0.975228,0.975228]
average_cost
0
f_measure
0.962214 [0.97076,0.946237]
kappa
0.917002
kb_relative_information_score
96.606047
mean_absolute_error
0.143466
mean_prior_absolute_error
0.454772
number_of_instances
132 [86,46]
precision
0.962427 [0.976471,0.93617]
predictive_accuracy
0.962121
prior_entropy
0.934733
recall
0.962121 [0.965116,0.956522]
relative_absolute_error
0.315468
root_mean_prior_squared_error
0.476496
root_mean_squared_error
0.209793
root_relative_squared_error
0.440283
total_cost
0
area_under_roc_curve
0.977778 [0.977778,0.977778]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.975 [0.975,0.975]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.888889 [0.888889,0.888889]
area_under_roc_curve
1 [1,1]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.860119 [0.875,0.833333]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.921066 [0.941176,0.888889]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.846154 [0.888889,0.75]
f_measure
1 [1,1]
kappa
0.714286
kappa
1
kappa
1
kappa
1
kappa
1
kappa
0.831169
kappa
1
kappa
1
kappa
0.638889
kappa
1
kb_relative_information_score
8.323037
kb_relative_information_score
11.088151
kb_relative_information_score
11.683294
kb_relative_information_score
9.716365
kb_relative_information_score
11.207103
kb_relative_information_score
8.71646
kb_relative_information_score
9.035115
kb_relative_information_score
9.720819
kb_relative_information_score
7.063923
kb_relative_information_score
10.051779
mean_absolute_error
0.198677
mean_absolute_error
0.128169
mean_absolute_error
0.082209
mean_absolute_error
0.154577
mean_absolute_error
0.10278
mean_absolute_error
0.183393
mean_absolute_error
0.1508
mean_absolute_error
0.126438
mean_absolute_error
0.192733
mean_absolute_error
0.111814
mean_prior_absolute_error
0.457356
mean_prior_absolute_error
0.457356
mean_prior_absolute_error
0.465557
mean_prior_absolute_error
0.465557
mean_prior_absolute_error
0.465557
mean_prior_absolute_error
0.465557
mean_prior_absolute_error
0.442595
mean_prior_absolute_error
0.442595
mean_prior_absolute_error
0.442595
mean_prior_absolute_error
0.442595
number_of_instances
14 [9,5]
number_of_instances
14 [9,5]
number_of_instances
13 [8,5]
number_of_instances
13 [8,5]
number_of_instances
13 [8,5]
number_of_instances
13 [8,5]
number_of_instances
13 [9,4]
number_of_instances
13 [9,4]
number_of_instances
13 [9,4]
number_of_instances
13 [9,4]
precision
0.897959 [1,0.714286]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
0.931624 [0.888889,1]
precision
1 [1,1]
precision
1 [1,1]
precision
0.846154 [0.888889,0.75]
precision
1 [1,1]
predictive_accuracy
0.857143
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.923077
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.846154
predictive_accuracy
1
prior_entropy
0.934733
prior_entropy
0.934733
prior_entropy
0.934733
prior_entropy
0.934733
prior_entropy
0.934733
prior_entropy
0.934733
prior_entropy
0.934733
prior_entropy
0.934733
prior_entropy
0.934733
prior_entropy
0.934733
recall
0.857143 [0.777778,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.923077 [1,0.8]
recall
1 [1,1]
recall
1 [1,1]
recall
0.846154 [0.888889,0.75]
recall
1 [1,1]
relative_absolute_error
0.434404
relative_absolute_error
0.280239
relative_absolute_error
0.176582
relative_absolute_error
0.332025
relative_absolute_error
0.220768
relative_absolute_error
0.393922
relative_absolute_error
0.340718
relative_absolute_error
0.285674
relative_absolute_error
0.435462
relative_absolute_error
0.252632
root_mean_prior_squared_error
0.4792
root_mean_prior_squared_error
0.4792
root_mean_prior_squared_error
0.487682
root_mean_prior_squared_error
0.487682
root_mean_prior_squared_error
0.487682
root_mean_prior_squared_error
0.487682
root_mean_prior_squared_error
0.463542
root_mean_prior_squared_error
0.463542
root_mean_prior_squared_error
0.463542
root_mean_prior_squared_error
0.463542
root_mean_squared_error
0.287158
root_mean_squared_error
0.136847
root_mean_squared_error
0.088976
root_mean_squared_error
0.19213
root_mean_squared_error
0.115183
root_mean_squared_error
0.265715
root_mean_squared_error
0.180664
root_mean_squared_error
0.136418
root_mean_squared_error
0.377639
root_mean_squared_error
0.123975
root_relative_squared_error
0.599244
root_relative_squared_error
0.285574
root_relative_squared_error
0.182446
root_relative_squared_error
0.393967
root_relative_squared_error
0.236186
root_relative_squared_error
0.544853
root_relative_squared_error
0.389747
root_relative_squared_error
0.294294
root_relative_squared_error
0.814681
root_relative_squared_error
0.267451
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0