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When dealing with categorical values, should the 'year' column be encoded using OHE or OrdinalEncoder?
It's a car prices dataset, and so I'm assuming that the more recent the more value a car should have. The values in the 'year' column simply consist of years from 1995 to...
asked
Dec 18, 2021
Machine Learning
machine-learning
data-science
predict
onehotencoder
data-analysis
ordinal-encoder
+
–
0
0 votes
0
0 answers
549
549 views
How do I know which encoder to use to convert from categorical variables to numerical?
So say I have a column with categorical data like different styles of temperature: 'Lukewarm', 'Hot', 'Scalding', 'Cold', 'Frostbite',... etc.I know that we can use pd.ge...
asked
Nov 28, 2021
Exploratory Data Analysis
machine-learning
test-set
data
predict
onehotencoder
pandas
dataframe
data-science
data-analysis
data-cleaning
+
–