Node Classification
Node classification is a supervised learning task in which a model is trained to predict the class label of a node in a graph based on its features and the labels of its neighboring nodes. This task is commonly used in social network analysis, recommendation systems, and bioinformatics. The goal is to accurately classify nodes based on their attributes and the relationships they have with other nodes in the graph. The model can be trained using various machine learning algorithms such as logistic regression, decision trees, and neural networks. The performance of the model is evaluated using metrics such as accuracy, precision, recall, and F1-score.
Your Previous Searches
Random Picks
- ARIMA: ARIMA (AutoRegressive Integrated Moving Average) is a time series forecasting model that takes into account the autocorrelation and trend in the data. It is a combination of three components: autoregression (AR), differencing (I), and movin ... Read More >>
- Phishing Attacks: Phishing attacks are a type of social engineering attack where cybercriminals use fraudulent emails, text messages, or websites to trick individuals into providing sensitive information such as login credentials, credit card numbers, or per ... Read More >>
- Abstraction: Abstraction is the process of simplifying complex real-world phenomena into a set of concepts or models that capture the essential features of the original system. In data science and artificial intelligence, abstraction is used to create m ... 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