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Weblooks like you need an indent, your code should be generating the key if it doesn't exist then it increments a counter on that key, += should not be indented to account for keys that … WeblabelCounts [currentLabel]= 0 labelCounts [currentLabel] + = 1 # احسب عدد الفصول الدراسية وعدد كل فصل shannonEnt= 0 for key in labelCounts: prob = float (labelCounts [key]) / numEntries # احسب قيمة الكون لفئة واحدة shannonEnt- = prob * log (prob، 2) # تراكم قيمة الكون لكل فئة return shannonEnt def createDataSet1 (): # إنشاء بيانات نموذجية WeblabelCounts [currentLabel] = 0 labelCounts [currentLabel] += 1 shannonEnt = 0.0 for key in labelCounts: # print (key) # La iteración es la clave del diccionario. prob = float (labelCounts [key])/m shannonEnt -= prob * log (prob,2) return shannonEnt stellant systems inc torrance