| 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 | |