From the course: Learning Excel: Data Analysis
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Create a classification matrix - Microsoft Excel Tutorial
From the course: Learning Excel: Data Analysis
Create a classification matrix
- [Instructor] In the previous movie, I showed you a way to draw a graph that visualizes the way probability is combined to perform Bayesian analysis. In this movie, I will show you how to create a classification matrix, which will take us one step closer to implementing this analysis in Excel. So let's review what we know about our base rates and our accuracy. First, we know that the base rate of green cabs is 85%. That means that 15% of the cabs will be blue. Also, we know that witnesses are accurate as for color identification 80% of the time. And again, the cab can be green or blue. Also, the witness can be accurate or not, and those are the factors that we will use to create a two by two probability or a classification matrix so we know the probability of arriving at each combination. So let's take a look at a classification matrix. Here's the data, again, I won't repeat it, but here is what the matrix looked like…
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Contents
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Introduce Bayesian analysis2m 4s
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Analyze a sample problem: Kahneman’s Cabs4m 9s
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Create a classification matrix3m 10s
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Calculate Bayesian probabilities in Excel5m 28s
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Challenge: Perform a Bayesian analysis1m 4s
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Solution: Perform a Bayesian analysis5m 18s
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