Sentence examples for establishing machine learning from inspiring English sources

This study aims at establishing machine learning models for chloride diffusion prediction with the utilizations of the Multi-Gene Genetic Programming (MGGP) and Multivariate Adaptive Regression Splines (MARS).

Therefore, establishing machine learning in particle physics requires constant efforts to better understand the inner workings of the algorithms and to do cross-checks with real data whenever possible.

This study aims to evaluate the impact on reporters' performance of a computer-aided diagnosis (CADx) tool developed from established machine learning technology.

We have evaluated our approach with a public, real and non-encoded data-set along with several established machine learning methods.

An SVM is a well established machine learning technique for binary classification problems (Cortes and Vapnik 1995).

SVR is an established machine learning method for non-linear regression (Smola and Scholkopf, 2004).

In this study, we generated new datasets that represented DNA variation in formats that paralleled variation in RNA expression and subjected the data to established machine learning algorithms.

In prediction of survival of breast cancer patients, the performance of the established machine learning models including ANN, SVM, semi-supervised learning (SSL), Bayesian Methods, etc., has been often compared and the winner model is renewed paper by paper [ 4- 6, 8- 11].

While evaluating and comprehension are not synonymous, the ability to evaluate content should establish machine-learning threshold benchmarks for human behavior and intent.

One recommended follow-up study is to combine our methods with other established machine-learning algorithms to address the problem of molecular classification of cancer.

The computation of a global geometric metric from the local metric by geometric embedding operators has been recently established in machine learning research field [31], [33] [38].