python 当您在要素列中缺少值时，我们使用插补技术将每个值替换为所有当前值的中位数

Posted 2021-05-09

# Convert the male and female groups to integer form
train["Sex"][train["Sex"] == "male"] = 0
train["Sex"][train["Sex"] == "female"] = 1

# Impute the Embarked variable
train["Embarked"] = train["Embarked"].fillna("S")

# Convert the Embarked classes to integer form
train["Embarked"][train["Embarked"] == "S"] = 0
train["Embarked"][train["Embarked"] == "C"] = 1
train["Embarked"][train["Embarked"] == "Q"] = 2

#Print the Sex and Embarked columns
print(train["Sex"])
print(train["Embarked"])