Decision Tree
Decision Tree is a supervised machine learning algorithm used for classification and regression analysis. It is a tree-like model where each internal node represents a feature, each branch represents a decision rule, and each leaf node represents the outcome. The algorithm works by recursively splitting the data into subsets based on the most significant feature until a stopping criterion is met. The stopping criterion can be a maximum depth of the tree, a minimum number of samples required to split an internal node, or a minimum number of samples required to be at a leaf node. Decision Trees are easy to interpret and visualize, and can handle both categorical and numerical data. However, they are prone to overfitting and can be unstable if the data is noisy or the tree is too deep.
Your Previous Searches
Random Picks
- Autoencoders: Autoencoders are a type of neural network that learns to compress and then reconstruct input data. They consist of an encoder network that maps the input data to a lower-dimensional latent space representation, and a decoder network that ma ... Read More >>
- Mutual Information: Mutual Information is a measure of the mutual dependence between two variables. In data science, it is used to determine the relationship between two variables by measuring the amount of information that one variable provides about the othe ... Read More >>
- Social Media Marketing: Social Media Marketing is the process of promoting a product, service or brand through various social media platforms such as Facebook, Twitter, Instagram, LinkedIn, and YouTube. It involves creating and sharing content, engaging with follo ... Read More >>
Top News
Meta approves bonuses of up to 200% of company executives' salaries...
Meta approved a plan to increase bonuses for company executives to up to 200% of their base pay amid layoffs targeting about 4,000 employees....
News Source: Business Insider on 2025-02-21
Dr. Mehmet Oz holds millions from companies that he'd wield power over if confir...
Dr. Mehmet Oz holds millions of dollars worth of shares in health insurance, fertility, pharmaceutical and vitamin companies...
News Source: ABC News on 2025-02-20
Elon Musk quietly built a second mega-data center for xAI in Atlanta with $700 m...
xAI built a massive data center in Memphis last year, but the company has also been quietly setting up another facility in Georgia....
News Source: Business Insider on 2025-02-20
China's Alibaba sees revenue surge on back of artificial intelligence, e-commerc...
Chinese e-commerce firm Alibaba Group Holding posted its fastest revenue growth in over a year, beating analyst expectations as it capitalizes on the artificial intelligence boom in China...
News Source: ABC News on 2025-02-20
Why the billionaire class is kissing Trump’s proverbial ring...
The billionaire set and the massive corporations they represent are not showing deference to the president....
News Source: Al Jazeera English on 2025-02-20