Description:
Explore logistic regression implementation in R through this 21-minute video lecture. Dive into automotive crash testing analysis, starting with data preparation and understanding. Learn to build a logistic regression model, interpret its summary, and calculate odds. Visualize probabilities, examine car type associations, and make predictions on test data. Conclude by constructing and interpreting a confusion matrix to evaluate model performance.
Logistic Regression Implementation in R for Automotive Crash Testing
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#Computer Science
#Machine Learning
#Logistic Regression
#Data Science
#Data Analysis
#Data Visualization
#Programming
#Domain-Specific Languages (DSL)
#R Programming
#Mathematics
#Statistics & Probability
#Statistical Modeling
#Probability
#Predictive Modeling
#Confusion Matrix