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Least-squares support-vector machines (LS-SVM) for statistics and in statistical modeling, are least-squares versions of support-vector machines (SVM), which are a set of related supervised learning methods that analyze data and recognize patterns, and which are used for classification and regression analysis.
SVMs can be used to solve various real-world problems: SVMs are helpful in text and hypertext categorization, as their application can significantly reduce the need for labeled training instances in both the standard inductive and transductive settings. [9] Some methods for shallow semantic parsing are based on support vector machines. [10]
The structured support-vector machine is a machine learning algorithm that generalizes the Support-Vector Machine (SVM) classifier. Whereas the SVM classifier supports binary classification, multiclass classification and regression, the structured SVM allows training of a classifier for general structured output labels.
This traditional geometric interpretation of SVMs provides useful intuition about how SVMs work, but is difficult to relate to other machine-learning techniques for avoiding overfitting, like regularization, early stopping, sparsity and Bayesian inference.
The main branches of the music industry are the live music industry, the recording industry, and all the companies that train, support, supply and represent musicians. The recording industry produces three separate products: compositions (songs, pieces, lyrics), recordings (audio and video) and media (such as CDs or MP3s , and DVDs ).
The music industry is celebrating its stars Sunday night at the Grammy Awards. Behind the scenes, it is grappling with perhaps its biggest challenge: the perils and promise of artificial intelligence.
In the music industry, a 360 deal (from 360° deal) is a business relationship between an artist and a music company.The company agrees to provide financial and other support for the artist, including direct advances as well as support in marketing, promotion, touring and other areas.
British Phonographic Industry (BPI) Broadcast Music Incorporated (BMI) Country Music Association (CMA) Emirati Musicians' Association (EMA) in UAE; Federation of the Italian Music Industry (FIMI) GEMA in Germany; Gospel Music Association (GMA) Hong Kong Recording Industry Alliance (HKRIA) Harry Fox Agency; Indian Music Industry (IMI)