Classification
# 10
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From a Tree to a Forest: A Guide to Random Forest Algorithm
This post describes the Random Forest, a method created to solve the overfitting issue of Decision Trees.
See how trees work like flowcharts guiding the model in classifying the data!
# 7
2
Beyond Yes or No: How Logistic Regression Makes Predictions with Probabilities
Study the concept of classification and its evaluation metrics along with the Python Implementation of a Fundamental Algorithm: The Logistic Regression