Sentence examples for machine learning application from inspiring English sources

Recent improvements in constructing accurate and scalable machine learning-based predictive models will be discussed in Section 2. Another pressing problem inherent in every machine learning application is the challenge of how to evaluate the predictive capability of the constructed models, in order to avoid stating over-optimistic prediction results [ 20].

Feature selection is concerned with finding the minimum set of features required for a successful machine learning application.

"You can go into an enterprise-grade machine learning application with data already prepared through Looker," Mintz explained.

The Python application programming interface (API) is used in a graphical user interface (GUI), providing a highly flexible framework for tailored machine learning application development.

Jim Gao, in his Machine Learning Applications for Data Center Optimization paper, rigorously used machine learning application to model data center performance and energy efficiency.

In any machine learning application, raw data are preprocessed in order to create a numerical representation that can be processed by the recognizer.

In addition, a graphical programming environment makes development of flexible high performance machine learning applications possible without scripting requirements.

Some prediction model services provide Predictive Model Markup Language (PMML) representations [30] to improve their portability, since many machine learning applications like Weka provide support for PMML.

Unlike in many machine learning applications, there is no evidence of over fitting.

The wrapper approach, which is popular in many machine learning applications, is not extensively used in DNA microarray tasks, and in most cases the gene selection is performed by ranking genes on the basis of scores, correlation coefficients, mutual information and sensitivity analysis.

By 2020, the market for machine learning applications will reach $40 billion, IDC, a market research firm, estimates.