feature,mean_abs_shap
num__nombre_experiences_precedentes,0.33577379319774714
cat__heure_supplementaires_Non,0.29845289277051834
cat__heure_supplementaires_Oui,0.29678914264646256
cat__niveau_hierarchique_poste_2,0.2657037464753525
num__annees_depuis_la_derniere_promotion,0.2619119471437653
num__annees_dans_l_entreprise,0.2429781261356514
num__annees_dans_le_poste_actuel,0.240931937270251
num__score_moyen_satisfaction,0.23903639516406094
num__augmentation_par_revenu,0.2333866134325012
num__distance_domicile_travail,0.22748405719745995
num__satisfaction_employee_environnement,0.2249600487602945
cat__statut_marital_Célibataire,0.21622674472986225
num__annee_experience_totale,0.21068315179329164
num__nb_formations_suivies,0.20448521444407583
num__augementation_salaire_precedente,0.18115035545769814
num__annee_sur_poste_par_experience,0.1688402382475532
cat__frequence_deplacement_Frequent,0.16874194862810377
num__note_evaluation_precedente,0.16691518314477302
cat__domaine_etude_Infra & Cloud,0.15843967219746424
num__satisfaction_employee_nature_travail,0.1494948823553022
cat__statut_marital_Divorcé(e),0.14161176551815163
cat__niveau_hierarchique_poste_1,0.14139297129878037
cat__departement_Commercial,0.14084725300903955
num__revenu_mensuel,0.1282260155363532
num__nombre_participation_pee,0.12585696579657568
cat__departement_Consulting,0.12342154124565448
num__evolution_note,0.12166256217552991
cat__frequence_deplacement_Aucun,0.12136977480428945
cat__niveau_hierarchique_poste_3,0.11392380727371815
cat__poste_Assistant de Direction,0.11090919144166565
cat__poste_Cadre Commercial,0.1071492635795133
num__age,0.10034724522030888
cat__poste_Consultant,0.09672268377947787
cat__domaine_etude_Entrepreunariat,0.08426983159949569
cat__domaine_etude_Transformation Digitale,0.0832476385401623
cat__genre_F,0.07909319347794573
num__nb_formation_par_experience,0.07738436115838017
cat__genre_M,0.07710817328934429
num__satisfaction_employee_equilibre_pro_perso,0.05522067492755361
cat__niveau_hierarchique_poste_4,0.05232643955162335
num__satisfaction_employee_equipe,0.04181120137486039
num__note_evaluation_actuelle,0.039828199992318784
cat__poste_Tech Lead,0.03155272921241762
num__dern_promo_par_experience,0.031096748801845337
cat__statut_marital_Marié(e),0.028094551976229492
cat__poste_Senior Manager,0.02697295170359797
cat__poste_Directeur Technique,0.024230914851093646
cat__niveau_hierarchique_poste_5,0.02004127066442734
cat__niveau_education_2,0.017741219407324694
cat__domaine_etude_Marketing,0.013884273890466134
cat__poste_Représentant Commercial,0.011945090795336564
cat__poste_Manager,0.0113573005834787
cat__departement_Ressources Humaines,0.0076047718881560224
cat__niveau_education_4,0.007302844453318658
cat__domaine_etude_Autre,0.005921258831957855
cat__poste_Ressources Humaines,0.005229533545727422
cat__niveau_education_3,0.004091298474335072
cat__domaine_etude_Ressources Humaines,0.0038773775236256545
cat__niveau_education_5,0.0016216502049304197
cat__niveau_education_1,0.0006159406836674915
cat__frequence_deplacement_Occasionnel,1.5336677439950247e-05
num__nombre_employee_sous_responsabilite,0.0