Coverage progresses from optimization through linear classification, linear regression, kernels and support vector machines, statistical learning theory of C-support vector classification, model construction, and variants and extensions of SVMs.
What does SLT stand for?
SLT stands for Statistical Learning Theory
This definition appears frequently and is found in the following Acronym Finder categories:
- Information technology (IT) and computers
- Science, medicine, engineering, etc.
- Organizations, NGOs, schools, universities, etc.
See other definitions of SLT
We have 157 other meanings of SLT in our Acronym Attic
- Speech-Language Therapy (various organizations)
- Sperrin Lakeland Trust (UK)
- Spoken Language Technology (Workshop)
- Spoken Language Translation (workshop)
- Springfield Little Theatre (Springfield, MO)
- Sri Lanka Telecom
- Staffordshire Learning Technologies (UK)
- Standard Lead Time
- State, Local, and Tribal
- Station Leadership Team (USDA)
Samples in periodicals archive:
The Support Vector Machine (SVM) based on the statistical learning theory was originally proposed by Vapnik (1998) and is a new type of classification and regression tools.
In statistical learning theory the standard way to solve the classification problem is to define a risk functional that measures the avarage amount of error or risk associated with an estimator, and then to look for an estimator with lowest risk.
These algorithms are based on a branch of statistics known as statistical learning theory," explained Craig.
The generalization of Estes' original statistical learning theory (Estes, 1950) was published by him and Straughan in 1954 (Estes & Straughan, 1954).
He worked for Bell Labs for one year contributing to Vapnik's statistical learning theory.
A cornerstone of Kount's AI technology is supervised machine learning - a specialized branch of statistical learning theory that combines historical training data with predictive functions that process real time threat data.
00 Hardcover Wiley series in probability and statistics Q325 Statistical learning theory is a relatively new field that has emerged from engineering studies of pattern recognition and machine learning, with inputs from many other areas.