Exploratory Data Analysis Techniques
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Exploratory Data Analysis Techniques
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Exploratory Data Analysis Techniques
In data mining Exploratory Data Analysis EDA is an approach to analyzing datasets to summarize their main characteristics often with visual methods EDA is used for seeing what the data can tell us before the modeling task It is not easy to look at a column of numbers or a whole spreadsheet and determine important characteristics of the data Chapter 4 Exploratory Data Analysis A rst look at the data As mentioned in Chapter 1 exploratory data analysis or EDA is a critical rst step in analyzing the data from an experiment Here are the main reasons we use EDA detection of mistakes checking of assumptions preliminary selection of appropriate models
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