sklearn cross val score scoring options

Solutions on MaxInterview for sklearn cross val score scoring options by the best coders in the world

showing results for - "sklearn cross val score scoring options"

24 Jul 2018

1# sklearn cross_val_score scoring options
2
3# For Regression
4'explained_variance'
5'max_error'
6'neg_mean_absolute_error'
7'neg_mean_squared_error'
8'neg_root_mean_squared_error'
9'neg_mean_squared_log_error'
10'neg_median_absolute_error'
11'r2'
12'neg_mean_poisson_deviance'
13'neg_mean_gamma_deviance'
14'neg_mean_absolute_percentage_error'
15
16# For Classification
17'accuracy'
18'balanced_accuracy'
19'top_k_accuracy'
20'average_precision'
21'neg_brier_score'
22'f1'
23'f1_micro'
24'f1_macro'
25'f1_weighted'
26'f1_samples'
27'neg_log_loss'
28'precision' 
29'recall' 
30'jaccard' 
31'roc_auc'
32'roc_auc_ovr'
33'roc_auc_ovo'
34'roc_auc_ovr_weighted'
35'roc_auc_ovo_weighted'
36
37# For Clustering
38'adjusted_mutual info score'
39'adjusted_rand_score'
40'completeness_score'
41'fowlkes_mallows_score'
42'homogeneity_score'
43'mutual_info_score'
44'normalized_mutual_info_score'
45'rand_score'
46'v_measure_score'
47
48

similar questions

sklearn adjusted r2 sklearn metrics precision score sklearn accuracy train test validation sklearn cannot import name 27cross validation 27 from 27sklearn 27 how to import cross validation from sklearn valueerror 3a 27mean absolute error 27 is not a valid scoring value use sorted 28sklearn metrics scorers keys 28 29 29 to get valid options train test split from sklearn selection sklearn metrics accuracy score how to display percentage in pandas crosstab cross validate does not have train test split cross validation sklearn image classification cross val score scoring options python r2 score scikit learn r2 score correlation with target variable python no module named 27sklearn cross validation 27 accuracy score sklearn syntax cross val score scoring parameters types fill misssing values using sklrean custom scoring function gridsearchcv cross val score python correlation between features and target

queries leading to this page

from sklearn model selection import cross val score sklearn cross val score scoring parameter options cross val score scoring regression how to import cross val score sklearn cross val score scoring options sklearn cross val score 28 29 cross val score scoring scoring in cross val score scikit learn cross val score scoring parameter for cross val score sklearn regression scoring cross val score sklearn cross val score scoring options