10045054
7564
KANKAN LAN
3974
Supervised Classification
predictive_accuracy
8908
sklearn.neighbors.classification.KNeighborsClassifier(33)
7892325
algorithm
"auto"
8908
leaf_size
30
8908
metric
"minkowski"
8908
metric_params
null
8908
n_jobs
1
8908
n_neighbors
5
8908
p
2
8908
weights
"uniform"
8908
openml-python
Sklearn_0.19.0.
1140
AP_Ovary_Lung
https://www.openml.org/data/download/54023/AP_Ovary_Lung.arff
-1
21010640
description
https://api.openml.org/data/download/21010640/description.xml
-1
21010639
predictions
https://api.openml.org/data/download/21010639/predictions.arff
area_under_roc_curve
0.9488936988936988 [0.948894,0.948894]
average_cost
0
f_measure
0.8969967911666717 [0.919315,0.861925]
kappa
0.7816176470588235
kb_relative_information_score
244.60833402687587
mean_absolute_error
0.11790123456790126
mean_prior_absolute_error
0.47546012269938587
number_of_instances
324 [198,126]
precision
0.8989710467083281 [0.890995,0.911504]
predictive_accuracy
0.8981481481481481
prior_entropy
0.964521851445031
recall
0.8981481481481481 [0.949495,0.81746]
relative_absolute_error
0.2479729191557153
root_mean_prior_squared_error
0.48749849810276596
root_mean_squared_error
0.26965913554470206
root_relative_squared_error
0.5531486488556467
total_cost
0
area_under_roc_curve
0.9442307692307692 [0.944231,0.944231]
area_under_roc_curve
0.9442307692307692 [0.944231,0.944231]
area_under_roc_curve
0.9884615384615384 [0.988462,0.988462]
area_under_roc_curve
0.948076923076923 [0.948077,0.948077]
area_under_roc_curve
0.9583333333333334 [0.958333,0.958333]
area_under_roc_curve
0.9854166666666668 [0.985417,0.985417]
area_under_roc_curve
0.925 [0.925,0.925]
area_under_roc_curve
0.8791666666666667 [0.879167,0.879167]
area_under_roc_curve
0.9412955465587044 [0.941296,0.941296]
area_under_roc_curve
0.9838056680161942 [0.983806,0.983806]
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
0.9383116883116883 [0.952381,0.916667]
f_measure
0.908381374722838 [0.926829,0.88]
f_measure
0.908381374722838 [0.926829,0.88]
f_measure
0.9096089096089097 [0.923077,0.888889]
f_measure
0.875 [0.9,0.833333]
f_measure
0.9361471861471862 [0.952381,0.909091]
f_measure
0.8681818181818182 [0.909091,0.8]
f_measure
0.8084415584415585 [0.857143,0.727273]
f_measure
0.9055769230769231 [0.923077,0.88]
f_measure
0.9055769230769231 [0.923077,0.88]
kappa
0.8695652173913044
kappa
0.8070175438596491
kappa
0.8070175438596491
kappa
0.812144212523719
kappa
0.7333333333333333
kappa
0.8620689655172413
kappa
0.7142857142857143
kappa
0.5862068965517241
kappa
0.8032786885245902
kappa
0.8032786885245902
kb_relative_information_score
25.92315024380978
kb_relative_information_score
25.664181415507127
kb_relative_information_score
26.52478918433485
kb_relative_information_score
25.54016553302834
kb_relative_information_score
22.52230725591284
kb_relative_information_score
24.623355170119723
kb_relative_information_score
21.995469110246127
kb_relative_information_score
20.87904484734575
kb_relative_information_score
25.245913285771724
kb_relative_information_score
25.689957980798546
mean_absolute_error
0.10909090909090911
mean_absolute_error
0.1090909090909091
mean_absolute_error
0.09696969696969697
mean_absolute_error
0.10909090909090911
mean_absolute_error
0.1375
mean_absolute_error
0.1125
mean_absolute_error
0.14375
mean_absolute_error
0.15625
mean_absolute_error
0.10624999999999998
mean_absolute_error
0.10000000000000002
mean_prior_absolute_error
0.47657557166759623
mean_prior_absolute_error
0.47657557166759623
mean_prior_absolute_error
0.47657557166759623
mean_prior_absolute_error
0.47657557166759623
mean_prior_absolute_error
0.4723926380368098
mean_prior_absolute_error
0.4723926380368098
mean_prior_absolute_error
0.4723926380368098
mean_prior_absolute_error
0.4723926380368098
mean_prior_absolute_error
0.47929447852760737
mean_prior_absolute_error
0.47929447852760737
number_of_instances
33 [20,13]
number_of_instances
33 [20,13]
number_of_instances
33 [20,13]
number_of_instances
33 [20,13]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [19,13]
number_of_instances
32 [19,13]
precision
0.9449035812672175 [0.909091,1]
precision
0.9094516594516594 [0.904762,0.916667]
precision
0.9094516594516594 [0.904762,0.916667]
precision
0.9118250170881749 [0.947368,0.857143]
precision
0.875 [0.9,0.833333]
precision
0.9431818181818181 [0.909091,1]
precision
0.8958333333333334 [0.833333,1]
precision
0.8113636363636364 [0.818182,0.8]
precision
0.9067708333333333 [0.9,0.916667]
precision
0.9067708333333333 [0.9,0.916667]
predictive_accuracy
0.9393939393939393
predictive_accuracy
0.9090909090909091
predictive_accuracy
0.9090909090909091
predictive_accuracy
0.9090909090909091
predictive_accuracy
0.875
predictive_accuracy
0.9375
predictive_accuracy
0.875
predictive_accuracy
0.8125
predictive_accuracy
0.90625
predictive_accuracy
0.90625
prior_entropy
0.964521851445031
prior_entropy
0.964521851445031
prior_entropy
0.964521851445031
prior_entropy
0.964521851445031
prior_entropy
0.964521851445031
prior_entropy
0.964521851445031
prior_entropy
0.964521851445031
prior_entropy
0.964521851445031
prior_entropy
0.964521851445031
prior_entropy
0.964521851445031
recall
0.9393939393939394 [1,0.846154]
recall
0.9090909090909091 [0.95,0.846154]
recall
0.9090909090909091 [0.95,0.846154]
recall
0.9090909090909091 [0.9,0.923077]
recall
0.875 [0.9,0.833333]
recall
0.9375 [1,0.833333]
recall
0.875 [1,0.666667]
recall
0.8125 [0.9,0.666667]
recall
0.90625 [0.947368,0.846154]
recall
0.90625 [0.947368,0.846154]
relative_absolute_error
0.22890579286132243
relative_absolute_error
0.2289057928613224
relative_absolute_error
0.20347181587673102
relative_absolute_error
0.22890579286132243
relative_absolute_error
0.2910714285714286
relative_absolute_error
0.23814935064935064
relative_absolute_error
0.304301948051948
relative_absolute_error
0.33076298701298706
relative_absolute_error
0.22167999999999996
relative_absolute_error
0.20864000000000005
root_mean_prior_squared_error
0.48864121256875365
root_mean_prior_squared_error
0.48864121256875365
root_mean_prior_squared_error
0.48864121256875365
root_mean_prior_squared_error
0.48864121256875365
root_mean_prior_squared_error
0.4843421321647287
root_mean_prior_squared_error
0.4843421321647287
root_mean_prior_squared_error
0.4843421321647287
root_mean_prior_squared_error
0.4843421321647287
root_mean_prior_squared_error
0.49141544692924854
root_mean_prior_squared_error
0.49141544692924854
root_mean_squared_error
0.25584085962673253
root_mean_squared_error
0.2651471861118468
root_mean_squared_error
0.2088931871468374
root_mean_squared_error
0.2785242495291166
root_mean_squared_error
0.28284271247461906
root_mean_squared_error
0.22360679774997896
root_mean_squared_error
0.31819805153394637
root_mean_squared_error
0.3335416016031583
root_mean_squared_error
0.2761340254296815
root_mean_squared_error
0.22912878474779202
root_relative_squared_error
0.5235760984665917
root_relative_squared_error
0.5426214148372506
root_relative_squared_error
0.42749809425345053
root_relative_squared_error
0.5699974590046007
root_relative_squared_error
0.5839729680556097
root_relative_squared_error
0.4616711677561193
root_relative_squared_error
0.6569695890625609
root_relative_squared_error
0.6886487452834644
root_relative_squared_error
0.5619156401272789
root_relative_squared_error
0.4662628864834621
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
usercpu_time_millis
375
usercpu_time_millis
359.375
usercpu_time_millis
375
usercpu_time_millis
375
usercpu_time_millis
359.375
usercpu_time_millis
359.375
usercpu_time_millis
375
usercpu_time_millis
375
usercpu_time_millis
359.375
usercpu_time_millis
375
usercpu_time_millis_testing
296.875
usercpu_time_millis_testing
296.875
usercpu_time_millis_testing
296.875
usercpu_time_millis_testing
296.875
usercpu_time_millis_testing
281.25
usercpu_time_millis_testing
296.875
usercpu_time_millis_testing
296.875
usercpu_time_millis_testing
296.875
usercpu_time_millis_testing
281.25
usercpu_time_millis_testing
296.875
usercpu_time_millis_training
78.125
usercpu_time_millis_training
62.5
usercpu_time_millis_training
78.125
usercpu_time_millis_training
78.125
usercpu_time_millis_training
78.125
usercpu_time_millis_training
62.5
usercpu_time_millis_training
78.125
usercpu_time_millis_training
78.125
usercpu_time_millis_training
78.125
usercpu_time_millis_training
78.125