I agree that this site is using cookies. You can find further informations here.
X
Ruaud, Albane
69  results:
Search for persons X
?
1

Natural variation in infection specificity of Caenorhabditi..:

Alkan, Cigdem ; Brésard, Gautier ; Frézal, Lise...
PLOS Pathogens.  20 (2024)  6 - p. e1012259 , 2024
Link: https://doi.org/10.1371/..
 
?
2

Interpreting tree ensemble machine learning models with end..:

Ruaud, Albane ; Pfister, Niklas ; Ley, Ruth E...
PLOS Computational Biology.  18 (2022)  12 - p. e1010714 , 2022
Link: https://doi.org/10.1371/..
 
?
3

Predetermined decision rules to generate the response varia..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/dataset/Predetermined_decision_rules_to_generate_the_response_variable_from_the_simulated_datasets_/21727650.  , 2022
Link: https://doi.org/10.1371/..
 
?
4

endoR captures interactions predictive of an artificial phe..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/figure/endoR_captures_interactions_predictive_of_an_artificial_phenotype_from_a_random_forest_fitted_on_real_metagenomes_/21727632.  , 2022
Link: https://doi.org/10.1371/..
 
?
5

Supplementary Methods describing the data, the evaluation o..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/journal_contribution/Supplementary_Methods_describing_the_data_the_evaluation_of_endoR_and_the_analysis_of_metagenomes_/21727524.  , 2022
Link: https://doi.org/10.1371/..
 
?
6

Average random forest Cohen's κ and network metrics from th..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/dataset/Average_random_forest_Cohen_s_i_i_and_network_metrics_from_the_artificial_phenotypes_/21727617.  , 2022
Link: https://doi.org/10.1371/..
 
?
7

endoR performs as well as state-of-the-art methods at ident..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/journal_contribution/endoR_performs_as_well_as_state-of-the-art_methods_at_identifying_variables_and_pairs_of_variables_predictive_of_a_target_from_fully_simulated_data_/21727560.  , 2022
Link: https://doi.org/10.1371/..
 
?
8

Supplementary Results:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/journal_contribution/Supplementary_Results_/21727527.  , 2022
Link: https://doi.org/10.1371/..
 
?
9

Importance and influence of single variables extracted from..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/dataset/Importance_and_influence_of_single_variables_extracted_from_the_stable_decision_ensemble_in_S6_Table_The_taxonomy_is_also_given_121_/21727608.  , 2022
Link: https://doi.org/10.1371/..
 
?
10

The accuracy of endoR increases with the accuracy of input ..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/journal_contribution/The_accuracy_of_endoR_increases_with_the_accuracy_of_input_models_/21727548.  , 2022
Link: https://doi.org/10.1371/..
 
?
11

Interpreting tree ensemble machine learning models with end..:

Albane Ruaud ; Niklas Pfister ; Ruth E Ley.
https://doi.org/10.1371/journal.pcbi.1010714.  , 2022
Link: https://doi.org/10.1371/..
 
?
12

endoR recovers ground truth network from perfect predictive..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/journal_contribution/endoR_recovers_ground_truth_network_from_perfect_predictive_models_/21727539.  , 2022
Link: https://doi.org/10.1371/..
 
?
13

endoR recapitulates previous findings on differences in gut..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/figure/endoR_recapitulates_previous_findings_on_differences_in_gut_microbiomes_between_healthy_individuals_and_patients_diagnosed_with_cirrhosis_/21727641.  , 2022
Link: https://doi.org/10.1371/..
 
?
14

Predictive performance of models trained to predict the pre..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/dataset/Predictive_performance_of_models_trained_to_predict_the_presence_of_i_Methanobacteriaceae_i_from_metagenomes_/21727599.  , 2022
Link: https://doi.org/10.1371/..
 
?
15

Model selection and fitting for predicting the presence/abs..:

Albane Ruaud (14259687) ; Niklas Pfister (5522843) ; Ruth E. Ley (9233814).
https://figshare.com/articles/journal_contribution/Model_selection_and_fitting_for_predicting_the_presence_absence_of_i_Methanobacteriaceae_i_/21727533.  , 2022
Link: https://doi.org/10.1371/..
 
1-15