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{"sheet":"Extreme Gradient Boosting","index":1,"n_rows":348,"n_cols":7,"rows_kept":348,"cut":false,"hidden":false,"merged":[]}
[null,"XLSTAT 2023.3.0.1416 - Extreme Gradient Boosting - Début : 12/15/2023 à 11:51:42 / Fin : 12/15/2023 à 11:51:46 / Microsoft Excel 16.017029"]
[null,"Variable réponse : Classeur = DemoGBM_fr.xlsm / Feuille = Données / Plage = 'Données'!$A:$A / 200 lignes et 1 colonne"]
[null,"Quantitatives : Classeur = DemoGBM_fr.xlsm / Feuille = Données / Plage = 'Données'!$B:$F / 200 lignes et 5 colonnes"]
[null,"Type de réponse : Binaire"]
[null,"Nombre maximum d'itérations : 50"]
[null,"Graine (nombres aléatoires) : 123456789"]
[]
[]
[]
[]
[null,"Proportion de mal classés :",null,null,1.2E-2]
[null,"Proportion de mal classés (Validation) :",null,null,0.1]
[]
[null,"Matrice de confusion pour l'échantillon d'apprentissage :"]
[]
[null,"de \\ Vers","0","1","Total","% correct"]
[null,"0",81,1,82,0.98780487804878048]
[null,"1",1,87,88,0.98863636363636365]
[null,"Total",82,88,170,0.9882352941176471]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Courbe ROC :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Résultats par objet :"]
[]
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[null,"Obs9","0","0",0.94590789079666138,5.4092109203338623E-2]
[null,"Obs10","0","0",0.97046696394681931,2.9533036053180695E-2]
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[null,"Obs51","0","0",0.99297933094203472,7.0206690579652786E-3]
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[null,"Obs61","0","0",0.9984655196312815,1.5344803687185049E-3]
[null,"Obs62","0","0",0.9984655196312815,1.5344803687185049E-3]
[null,"Obs65","0","0",0.99709601933136582,2.9039806686341763E-3]
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[]
[]
[null,"Importance des variables :"]
[]
[null,"Variable","Gain","Couverture","Fréquence"]
[null,"BOTTOM",0.77904886437887988,0.45851244805292618,0.31944444444444442]
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[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Résultats pour Echantillon de validation :"]
[]
[null,"Matrice de confusion pour l'échantillon de validation :"]
[]
[null,"de \\ Vers","0","1","Total","% correct"]
[null,"0",17,1,18,0.94444444444444442]
[null,"1",2,10,12,0.83333333333333337]
[null,"Total",19,11,30,0.9]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]
[]
[]
[null,"Validation :"]
[]
[null,"Observation","CONTERFEIT","Préd(CONTERFEIT)","Pr(0)","Pr(1)"]
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[null,"Obs46","0","0",0.99297933094203472,7.0206690579652786E-3]
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[null,"Obs177","1","1",1.334834098815918E-2,0.98665165901184082]
[]
[]
[null,"Courbe ROC :"]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[]
[null,null,null,null,null,null," "]

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["Importance des variables :"]
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["Importance des variables :"]
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["Variable","Gain","Couverture","Fréquence"]
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{"sheet":"XLSTAT_20220915_162510_1_HID2","index":6,"n_rows":31,"n_cols":2,"rows_kept":31,"cut":false,"hidden":true,"merged":[]}
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{"sheet":"XLSTAT_20220915_162510_1_HID1","index":7,"n_rows":16,"n_cols":4,"rows_kept":16,"cut":false,"hidden":true,"merged":[]}
["Importance des variables :"]
[]
["Variable","Gain","Couverture","Fréquence"]
["BOTTOM",0.78785581973177821,0.56250783749355537,0.4375]
["TOP",0.19329435686575752,0.36743089747574115,0.40625]
["RIGHT",1.3213714826387781E-2,4.3524498414132029E-2,9.375E-2]
["LENGTH",5.636108576076492E-3,2.6536766616571433E-2,6.25E-2]
[]
[]
["Importance des variables :"]
[]
["Variable","Gain","Couverture","Fréquence"]
["BOTTOM",0.78785581973177821,0.56250783749355537,0.4375]
["TOP",0.19329435686575752,0.36743089747574115,0.40625]
["RIGHT",1.3213714826387781E-2,4.3524498414132029E-2,9.375E-2]
["LENGTH",5.636108576076492E-3,2.6536766616571433E-2,6.25E-2]

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