Sentence examples for focus on supervised from inspiring English sources

In this chapter, different types of neural networks which are used in machine learning are introduced, whereby we focus on supervised paradigms first, turning to self-organizing principles and unsupervised scenarios in the second half of the chapter.

In this review, we focus on supervised machine learning in which the machine undergoes learning process and predicts the type of gene interactions based on the given inputs.

However, Smith and Cribbs focused on supervised learning.

Professor Doherty's current scholarship focuses on supervised release, probation, and parole.

"Traditionally most of NLP has focused on supervised approaches, where you tell the system what's what" he says.

Historically, the policy has been engineered by hand: most of the machine learning focused on supervised learning techniques to provide as much signal to the policy engineers as possible.

Based on our survey, most of the previous studies have focused on supervised learning techniques.

The current research mainly focuses on supervised learning methods, which rely on manual work to select training samples.

The majority of current research has focused on supervised learning methods, which require labeled data, a scarcity when it comes to online review spam.

Most of the researches in the area of cancer diagnosis have focused on supervised classification of cancer datasets through training, validation and testing to classify the tumor samples as malignant or benign, or their subtypes [1] [6].

In the following, we firstly review large-scale comparisons (more than five methods), before discussing evaluations focused on supervised and semi-supervised methods.