from sklearn import preprocessing

class FuncToNumber:
    def ToNumber(df):
        # transform non-numerical labels to numerical labels
        #Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked
        le = preprocessing.LabelEncoder()
        df["Sex"] = le.fit_transform(df["Sex"])
        df["Age"] = le.fit_transform(df["Age"])
        df["Ticket"] = le.fit_transform(df["Ticket"])
        df["Fare"] = le.fit_transform(df["Fare"])
        df["Cabin"] = le.fit_transform(df["Cabin"])
        return df