1852463
2505
Mingpeiyu Zhang
145677
Supervised Classification
area_under_roc_curve
5503
sklearn.neighbors.classification.KNeighborsClassifier(7)
29305
algorithm
auto
5503
leaf_size
30
5503
metric
minkowski
5503
metric_params
None
5503
n_jobs
1
5503
n_neighbors
12
5503
p
2
5503
weights
uniform
5503
Mon_Mar_13_20.54.27_2017
NumPy_1.11.3.
Python_3.6.0.
run_task
SciPy_0.18.1.
sklearn.neighbors.classification.KNeighborsClassifier
Sklearn_0.18.1.
4134
Bioresponse
https://www.openml.org/data/download/1681097/phpSSK7iA
-1
4653944
description
https://api.openml.org/data/download/4653944/description.xml
-1
4653943
predictions
https://api.openml.org/data/download/4653943/predictions.arff
area_under_roc_curve
0.805814 [0.805814,0.805814]
average_cost
0
f_measure
0.72822 [0.705202,0.74765]
kappa
0.452878
kb_relative_information_score
1260.241935
mean_absolute_error
0.340465
mean_prior_absolute_error
0.496431
number_of_instances
3751 [1717,2034]
precision
0.728437 [0.699943,0.75249]
predictive_accuracy
0.728073
prior_entropy
0.994847
recall
0.728073 [0.710542,0.742871]
relative_absolute_error
0.685825
root_mean_prior_squared_error
0.498211
root_mean_squared_error
0.423568
root_relative_squared_error
0.850177
total_cost
0
area_under_roc_curve
0.795585 [0.795585,0.795585]
area_under_roc_curve
0.781576 [0.781576,0.781576]
area_under_roc_curve
0.803543 [0.803543,0.803543]
area_under_roc_curve
0.814483 [0.814483,0.814483]
area_under_roc_curve
0.818722 [0.818722,0.818722]
area_under_roc_curve
0.810058 [0.810058,0.810058]
area_under_roc_curve
0.800664 [0.800664,0.800664]
area_under_roc_curve
0.804008 [0.804008,0.804008]
area_under_roc_curve
0.840729 [0.840729,0.840729]
area_under_roc_curve
0.794204 [0.794204,0.794204]
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
0.728723 [0.703488,0.75]
f_measure
0.706528 [0.678363,0.730392]
f_measure
0.722667 [0.697674,0.743842]
f_measure
0.707143 [0.691011,0.720812]
f_measure
0.741489 [0.720461,0.759305]
f_measure
0.720168 [0.697406,0.739454]
f_measure
0.725132 [0.697947,0.748166]
f_measure
0.720432 [0.700855,0.736842]
f_measure
0.770857 [0.751445,0.787129]
f_measure
0.738667 [0.71345,0.759804]
kappa
0.453488
kappa
0.408772
kappa
0.441517
kappa
0.412427
kappa
0.4798
kappa
0.436897
kappa
0.446149
kappa
0.438022
kappa
0.538627
kappa
0.473254
kb_relative_information_score
117.849684
kb_relative_information_score
114.275705
kb_relative_information_score
123.222838
kb_relative_information_score
134.077767
kb_relative_information_score
128.16745
kb_relative_information_score
128.267191
kb_relative_information_score
128.367917
kb_relative_information_score
119.856999
kb_relative_information_score
144.877362
kb_relative_information_score
121.279023
mean_absolute_error
0.351285
mean_absolute_error
0.354
mean_absolute_error
0.344667
mean_absolute_error
0.328222
mean_absolute_error
0.337778
mean_absolute_error
0.337556
mean_absolute_error
0.336444
mean_absolute_error
0.348889
mean_absolute_error
0.318
mean_absolute_error
0.347778
mean_prior_absolute_error
0.496406
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496284
mean_prior_absolute_error
0.496284
mean_prior_absolute_error
0.496284
number_of_instances
376 [172,204]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
precision
0.728723 [0.703488,0.75]
precision
0.706429 [0.682353,0.726829]
precision
0.722667 [0.697674,0.743842]
precision
0.709066 [0.668478,0.743455]
precision
0.741739 [0.714286,0.765]
precision
0.720429 [0.691429,0.745]
precision
0.725025 [0.704142,0.742718]
precision
0.721692 [0.683333,0.753846]
precision
0.771223 [0.742857,0.795]
precision
0.738667 [0.71345,0.759804]
predictive_accuracy
0.728723
predictive_accuracy
0.706667
predictive_accuracy
0.722667
predictive_accuracy
0.706667
predictive_accuracy
0.741333
predictive_accuracy
0.72
predictive_accuracy
0.725333
predictive_accuracy
0.72
predictive_accuracy
0.770667
predictive_accuracy
0.738667
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
recall
0.728723 [0.703488,0.75]
recall
0.706667 [0.674419,0.73399]
recall
0.722667 [0.697674,0.743842]
recall
0.706667 [0.715116,0.699507]
recall
0.741333 [0.726744,0.753695]
recall
0.72 [0.703488,0.73399]
recall
0.725333 [0.69186,0.753695]
recall
0.72 [0.719298,0.720588]
recall
0.770667 [0.760234,0.779412]
recall
0.738667 [0.71345,0.759804]
relative_absolute_error
0.707658
relative_absolute_error
0.712978
relative_absolute_error
0.69418
relative_absolute_error
0.66106
relative_absolute_error
0.680306
relative_absolute_error
0.679858
relative_absolute_error
0.67762
relative_absolute_error
0.703003
relative_absolute_error
0.640763
relative_absolute_error
0.700764
root_mean_prior_squared_error
0.498186
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498063
root_mean_prior_squared_error
0.498063
root_mean_prior_squared_error
0.498063
root_mean_squared_error
0.429092
root_mean_squared_error
0.438959
root_mean_squared_error
0.424242
root_mean_squared_error
0.419016
root_mean_squared_error
0.414595
root_mean_squared_error
0.421527
root_mean_squared_error
0.430202
root_mean_squared_error
0.423915
root_mean_squared_error
0.401963
root_mean_squared_error
0.431041
root_relative_squared_error
0.861309
root_relative_squared_error
0.880932
root_relative_squared_error
0.851397
root_relative_squared_error
0.840908
root_relative_squared_error
0.832036
root_relative_squared_error
0.845949
root_relative_squared_error
0.863358
root_relative_squared_error
0.851126
root_relative_squared_error
0.807051
root_relative_squared_error
0.865434
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