10154656
7789
Sarim Zafar
3493
Supervised Classification
8947
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute.SimpleImputer,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(1)
8080245
copy
true
8946
fill_value
null
8946
missing_values
NaN
8946
strategy
"mean"
8946
verbose
0
8946
memory
null
8947
C
1.0
8948
class_weight
null
8948
dual
false
8948
fit_intercept
true
8948
intercept_scaling
1
8948
max_iter
100
8948
multi_class
"warn"
8948
n_jobs
null
8948
penalty
"l2"
8948
random_state
13842
8948
solver
"warn"
8948
tol
0.0001
8948
verbose
0
8948
warm_start
false
8948
openml-python
Sklearn_0.20.2.
334
monks-problems-2
https://www.openml.org/data/download/52237/php4fATLZ
-1
21229879
description
https://api.openml.org/data/download/21229879/description.xml
-1
21229880
predictions
https://api.openml.org/data/download/21229880/predictions.arff
area_under_roc_curve
0.5525746589652206 [0.552575,0.552575]
average_cost
0
f_measure
0.5173013024038308 [0.787084,0]
kappa
-0.016512893684219012
kb_relative_information_score
-7.636435426613861
mean_absolute_error
0.44808288868976803
mean_prior_absolute_error
0.4507164675789115
number_of_instances
601 [395,206]
precision
0.4300718042635875 [0.654362,0]
predictive_accuracy
0.6489184692179701
prior_entropy
0.927926261959976
recall
0.64891846921797 [0.987342,0]
relative_absolute_error
0.9941569055524195
root_mean_prior_squared_error
0.47463301952307513
root_mean_squared_error
0.47513198597587536
root_relative_squared_error
1.0010512678896668
total_cost
0
area_under_roc_curve
0.5321428571428573 [0.532143,0.532143]
area_under_roc_curve
0.42875 [0.42875,0.42875]
area_under_roc_curve
0.655 [0.655,0.655]
area_under_roc_curve
0.5925 [0.5925,0.5925]
area_under_roc_curve
0.725 [0.725,0.725]
area_under_roc_curve
0.49206349206349204 [0.492063,0.492063]
area_under_roc_curve
0.5396825396825397 [0.539683,0.539683]
area_under_roc_curve
0.7741147741147741 [0.774115,0.774115]
area_under_roc_curve
0.442002442002442 [0.442002,0.442002]
area_under_roc_curve
0.409035409035409 [0.409035,0.409035]
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
0.5085910652920963 [0.762887,0]
f_measure
0.5252525252525253 [0.787879,0]
f_measure
0.5040816326530612 [0.77551,0]
kappa
0
kappa
-0.09523809523809522
kappa
0
kappa
-0.03278688524590152
kappa
0
kappa
0
kappa
0
kappa
0
kappa
-0.03286384976525835
kappa
0
kb_relative_information_score
-1.3074396186467967
kb_relative_information_score
-4.370057767915281
kb_relative_information_score
1.4073916174002583
kb_relative_information_score
-0.7672406763477485
kb_relative_information_score
2.3081785850470307
kb_relative_information_score
-1.047248885632591
kb_relative_information_score
-0.2321933161721647
kb_relative_information_score
2.7867388416287455
kb_relative_information_score
-3.2232261395284016
kb_relative_information_score
-3.1913380664469004
mean_absolute_error
0.45088136284280217
mean_absolute_error
0.45948474069883705
mean_absolute_error
0.4324238125120366
mean_absolute_error
0.446390338058167
mean_absolute_error
0.4306554443428206
mean_absolute_error
0.4530737031780318
mean_absolute_error
0.4474739505710457
mean_absolute_error
0.43400106807612165
mean_absolute_error
0.46304748598094136
mean_absolute_error
0.4633503394009969
mean_prior_absolute_error
0.4511866895033036
mean_prior_absolute_error
0.4477611940298512
mean_prior_absolute_error
0.4477611940298512
mean_prior_absolute_error
0.4477611940298512
mean_prior_absolute_error
0.4477611940298512
mean_prior_absolute_error
0.4529850746268661
mean_prior_absolute_error
0.4529850746268661
mean_prior_absolute_error
0.4529850746268661
mean_prior_absolute_error
0.4529850746268661
mean_prior_absolute_error
0.4529850746268661
number_of_instances
61 [40,21]
number_of_instances
60 [40,20]
number_of_instances
60 [40,20]
number_of_instances
60 [40,20]
number_of_instances
60 [40,20]
number_of_instances
60 [39,21]
number_of_instances
60 [39,21]
number_of_instances
60 [39,21]
number_of_instances
60 [39,21]
number_of_instances
60 [39,21]
precision
0.4327485380116959 [0.649123,0]
precision
0.4406779661016949 [0.661017,0]
precision
0.4186440677966102 [0.644068,0]
predictive_accuracy
0.6557377049180327
predictive_accuracy
0.6166666666666667
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.65
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.65
predictive_accuracy
0.65
predictive_accuracy
0.65
predictive_accuracy
0.6333333333333333
predictive_accuracy
0.65
prior_entropy
0.927926261959976
prior_entropy
0.927926261959976
prior_entropy
0.927926261959976
prior_entropy
0.927926261959976
prior_entropy
0.927926261959976
prior_entropy
0.927926261959976
prior_entropy
0.927926261959976
prior_entropy
0.927926261959976
prior_entropy
0.927926261959976
prior_entropy
0.927926261959976
recall
0.6557377049180327 [1,0]
recall
0.6166666666666667 [0.925,0]
recall
0.6666666666666666 [1,0]
recall
0.65 [0.975,0]
recall
0.6666666666666666 [1,0]
recall
0.65 [1,0]
recall
0.65 [1,0]
recall
0.65 [1,0]
recall
0.6333333333333333 [0.974359,0]
recall
0.65 [1,0]
relative_absolute_error
0.9993232808777281
relative_absolute_error
1.026182587560735
relative_absolute_error
0.965746514610214
relative_absolute_error
0.9969384216632386
relative_absolute_error
0.9617971590322983
relative_absolute_error
1.000195654462211
relative_absolute_error
0.9878337623808907
relative_absolute_error
0.9580913199703501
relative_absolute_error
1.0222135604851084
relative_absolute_error
1.0228821331092839
root_mean_prior_squared_error
0.4751281144554437
root_mean_prior_squared_error
0.47150952235615856
root_mean_prior_squared_error
0.47150952235615856
root_mean_prior_squared_error
0.47150952235615856
root_mean_prior_squared_error
0.47150952235615856
root_mean_prior_squared_error
0.4770168867760844
root_mean_prior_squared_error
0.4770168867760844
root_mean_prior_squared_error
0.4770168867760844
root_mean_prior_squared_error
0.4770168867760844
root_mean_prior_squared_error
0.4770168867760844
root_mean_squared_error
0.47722084205388454
root_mean_squared_error
0.4855914290307432
root_mean_squared_error
0.46406222917869033
root_mean_squared_error
0.4704095761563767
root_mean_squared_error
0.457857458713831
root_mean_squared_error
0.47893316420790505
root_mean_squared_error
0.47577506321023655
root_mean_squared_error
0.46045738183431617
root_mean_squared_error
0.48912860860042917
root_mean_squared_error
0.4905640226216082
root_relative_squared_error
1.0044045543397058
root_relative_squared_error
1.0298655827865715
root_relative_squared_error
0.98420542359303
root_relative_squared_error
0.9976671813661675
root_relative_squared_error
0.9710460489236623
root_relative_squared_error
1.0040172108890564
root_relative_squared_error
0.9973966884605686
root_relative_squared_error
0.9652852856977758
root_relative_squared_error
1.0253905514880233
root_relative_squared_error
1.0283996986712192
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