Input variables can be continuous, binary, or categorical. They are also called features or attributes. Input variables are the independent variables in the model. Variables might represent physical measurements (temperature, velocity,…), personal characteristics (gender, age,…), marketing dimensions (recency, frequency, monetary,…), etc. The variables are the columns in the data table. When possible, export to CSV your spreadsheet file, SQL query, etc. Some common data sources are the following: Datafilesįrom all that, the most used format for a data set is a CSV file. The data is usually stored in a data file. We can identify the next concepts in a dataset: The British statistician and biologist Ronald Fisher introduced this data set in 1936. The most popular data set in the machine learning field is the Iris flower data set. It is a data collection structured as a table in rows and columns. The data set contains information for creating our model.
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