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02_​Probability

02_Probability
Read and process Data Understanding Probability This workflow explores the computation of probability on the Adult.csv dataset. We first calculate the probability of independent events where we consideradults who earn more than 50K and are of a particular race. We also visualize the same where we divide the adluts into the two different sex. We further calculate the conditional probability of a specific sex earning more than 50K given the race and posterior probabilities using Bayes' formula. Conditional Probability Visualization of Independent Events Posterior Probability using the Bayes' Theorem Adult.csvFilter income row to >50KCalculateprobabilitiesConditional ProbabilityAdults who earns more than 50K and are of a particular raceAdults aggregated into different sex who earns more than 50K and are of a particular race Adult of a particular race given they are a female or a male earning more than 50KBayes' FormulaAdult of a particular race given they are a female or a male earning more than 50KFilter Race to onlyBlack or White CSV Reader Row Filter Pivoting Math Formula(Multi Column) Bar Chart Bar Chart Bar Chart Math Formula(Multi Column) Bar Chart Rule-basedRow Filter Read and process Data Understanding Probability This workflow explores the computation of probability on the Adult.csv dataset. We first calculate the probability of independent events where we consideradults who earn more than 50K and are of a particular race. We also visualize the same where we divide the adluts into the two different sex. We further calculate the conditional probability of a specific sex earning more than 50K given the race and posterior probabilities using Bayes' formula. Conditional Probability Visualization of Independent Events Posterior Probability using the Bayes' Theorem Adult.csvFilter income row to >50KCalculateprobabilitiesConditional ProbabilityAdults who earns more than 50K and are of a particular raceAdults aggregated into different sex who earns more than 50K and are of a particular race Adult of a particular race given they are a female or a male earning more than 50KBayes' FormulaAdult of a particular race given they are a female or a male earning more than 50KFilter Race to onlyBlack or White CSV Reader Row Filter Pivoting Math Formula(Multi Column) Bar Chart Bar Chart Bar Chart Math Formula(Multi Column) Bar Chart Rule-basedRow Filter

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Created by: Swetha Kannan
Created at: 2022-05-23
On NodePit since: 2022-09-19
Last update: 2024-11-17
Created with KNIME version: v4.6.1
Tags: ProbabilityStatisticsConditional ProbabilityBayes Theorem

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