Naive Bayes
Naive Bayes is a probabilistic algorithm used in machine learning for classification tasks. It is based on Bayes' theorem, which states that the probability of a hypothesis (in this case, a class label) is proportional to the probability of the evidence (in this case, the features or attributes of the data) given that hypothesis. Naive Bayes assumes that all features are independent of each other, which is often not true in real-world data, but this simplification allows for efficient and effective classification. Naive Bayes is commonly used in text classification, spam filtering, and sentiment analysis.
Your Previous Searches
Random Picks
- Filtering: Filtering is the process of selecting a subset of data from a larger dataset based on specific criteria. In data science, filtering is commonly used to remove noise, outliers, or irrelevant data from a dataset to improve the accuracy of ana ... Read More >>
- Microelectromechanical Systems (MEMS): Microelectromechanical Systems (MEMS) is a technology that integrates mechanical elements, sensors, actuators, and electronics on a common silicon substrate through microfabrication techniques. MEMS devices are typically small in size, rang ... Read More >>
- Machine Language: Machine Language is a low-level programming language that is directly executed by a computer's central processing unit (CPU). It is a binary code that consists of 0s and 1s, which the computer can understand and execute. Machine Language is ... Read More >>
Top News
Employees were already freaked out about AI — Amazon just proved them right...
Amazon CEO Andy Jassy acknowledged in a Tuesday statement what many workers have been scared of: Artificial intelligence will soon mean job cuts....
News Source: Business Insider on 2025-06-18
Trump’s purges come for the U.S.’ nuclear safety board...
Donald Trump’s efforts to strip federal agencies and commissions of their independence took an alarming step Monday, when the president fired one of the five commissioners who sit on the Nuclear Reg...
News Source: MSNBC on 2025-06-17
Amazon says it will reduce its workforce as AI replaces human employees | CNN Bu...
Amazon says it will reduce its workforce as AI replaces human employees | CNN Businesscnn.com...
News Source: CNN on 2025-06-17
Amazon’s Jassy says AI will reduce company’s corporate ranks...
Andy Jassy expects the company’s workforce to decline in the next few years....
News Source: Fortune on 2025-06-17
Bank of America is bullish on these 4 under-the-radar AI stocks...
Investors interested in the AI trade beyond the Magnificent Seven should look into these four stocks with breakout growth potential....
News Source: Business Insider on 2025-06-17