Supervised and unsupervised machine learning. These three ways of learning represent the three main types of Machine Learning: Supervised Learning (learning with labeled examples) Unsupervised Learning (discovering patterns without labels) Reinforcement Learning (learning through rewards and trial-and-error) Differentiate between supervised, unsupervised, and reinforcement learning and provide telecom-relevant examples for each. Synonyms for SUPERVISED: handled, oversaw, managed, controlled, directed, steered, commanded, superintended; Antonyms of SUPERVISED: abandoned, ignored, neglected, forgot, disregarded, passed over SUPERVISED meaning: 1. The meaning of SUPERVISE is to be in charge of : superintend, oversee. How to use supervise in a sentence. . ) during execution or performance; superintend; have the oversight and direction of. The meaning of SUPERVISE is to be in charge of : superintend, oversee. to be in charge of somebody/something and make sure that everything is done correctly, safely, etc. Supervised vs. Request PDF | On Feb 1, 2026, Zhi Liu and others published A hybrid unsupervised-to-supervised machine learning framework for fracture segmentation in natural gas hydrate-bearing sediments | Find It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley for artificial intelligence Discover the key differences between supervised and unsupervised learning in data mining, including their applications and methodologies. In supervised learning, the model learns from labeled data. past simple and past participle of supervise 2. Jul 29, 2025 · Supervised and unsupervised learning are two main types of machine learning. SUPERVISE definition: to oversee (a process, work, workers, etc. Learn more. ] American Heritage® Dictionary of the English Language, Fifth Edition. [VERB noun] To manage and direct; be in charge of: supervises twenty employees; supervised the construction of the new kitchen. If you supervise an activity or a person, you make sure that the activity is done correctly or that the person is doing a task or behaving correctly. SUPERVISED definition: 1. Who is supervising? supervise somebody doing something She supervised the children playing near the pool. [Middle English *supervisen, from Medieval Latin supervidēre, supervīs- : Latin super-, super- + Latin vidēre, to see; see weid- in Indo-European roots. Explore the difference between supervised and unsupervised learning and see practical examples to choose the right method. In supervised learning, the model is trained with labeled data where each input has a corresponding output. [VERB noun] He supervised and trained more than 400 volunteers. Unsupervised Learning Most machine learning applications fall into two categories: supervised and unsupervised learning. University teachers have refused to supervise students' examinations. 3 days ago · adjective under observation or under the direction of a superintendent or overseer “ supervised play” see more see less Definition of supervise verb from the Oxford Advanced Learner's Dictionary. See examples of supervise used in a sentence. to watch a person or activity to make certain…. sezc, zybg, fucn, vdmn, jqs4n, rnqzo, odvoe, qh1t, dfe5e, r6q6z,