Linear classifiers

In addition, the results also showed that hypoxanthine could be considered as an independent quality index such as the K index. The quality of Pacific white shrimp could be classified into four grades: excellent, good, moderately acceptable, and just acceptable basing on the results of sensory and biochemical evaluation.

6p dianmotminh02 03-05-2024 5 1   Download

Ebook "Introduction to statistical pattern recognition" includes content: Introduction, random vectors and their properties, hypothesis testing, parametric classifiers, parameter estimation, nonparametric density estimation, nonparametric classification and error estimation, feature extraction and linear mapping for signal representation, feature extraction and linear mapping for classification, clustering.

616p haojiubujain07 20-09-2023 5 3   Download

Bài giảng Khai phá dữ liệu (Data mining): Support vector machine, chương này trình bày những nội dung về: ôn tập Đại số tuyến tính; bộ phân loại và biên độ phân loại; SVM tuyến tính - bài toán tối ưu hóa; phân loại ký quỹ cứng và mềm; SVM phi tuyến tính;... Mời các bạn cùng tham khảo chi tiết nội dung bài giảng!

77p diepkhinhchau 18-09-2023 10 6   Download

Ebook Differential equations includes contents: Chapter 1: basic concepts and classifying differential equations; chapter 2: solutions of 1st order differential equations; chapter 3: applications of 1st order DE's; chapter 4: linear differential equations: theory of solutions; chapter 5: solutions of linear homogeneous differential equations with constant coefficients; chapter 6: solutions of linear nonhomogeneous equations and initial-value problems; chapter 7: applications of 2nd order linear differential equations;...

143p haojiubujain03 24-07-2023 5 3   Download

Ebook An Introduction to Machine Learning (Second edition): Part 1 presents the following content: A Simple Machine-Learning Task; Probabilities: Bayesian Classifiers; Similarities: Nearest-Neighbor Classifiers; Inter-Class Boundaries: Linear and Polynomial Classifiers;...Please refer to the documentation for more details.

180p trankora06 12-07-2023 3 2   Download

Parametrized surfaces of low degrees are very useful in applications, especially in Computer Aided Geometric Design and Geometric Modeling. The precise description of their geometry is not easy in general. Here we study some of the corresponding projective complex surfaces of low implicit degree (i.e. smaller than 12). We show that, generically up to linear changes of coordinates, they are classified by a few number of continuous parameters (called moduli).

18p runordie5 04-07-2022 8 2   Download

Bài báo đề xuất phương pháp nhận dạng thanh điệu tiếng Việt nói sử dụng mô hình K láng giềng gần nhất KNN (K-Nearest Neighbor) phân tích khác biệt tuyến tính LDA (Linear Discrimination Analysis), phân tích khác biệt toàn phương QDA (Quadratic Discrimination Analysis), bộ phân lớp hỗ trợ véc tơ SVC (support vector classifier) và máy hỗ trợ véc tơ SVM (Support Vector Machine). Theo các nhà ngôn ngữ học, thanh điệu tiếng Việt có đặc tính siêu đoạn, tồn tại trên cả âm tiết.

6p wangziyi_1307 26-04-2022 24 2   Download

This research aims at investigating the realization of thematic progression (TP) patterns, which is defined as “the way in which the theme of a clause may pick up, or repeat a meaning from a preceding theme or rheme” (Paltrigde, 2006, p. 148), and their effects on text quality of online IELTS Writing Task 2 samples.

16p trinhthamhodang1218 04-03-2021 20 2   Download

Millions of cells are present in thousands of images created in high-throughput screening (HTS). Biologists could classify each of these cells into a phenotype by visual inspection. But in the presence of millions of cells this visual classification task becomes infeasible.

10p vikentucky2711 26-11-2020 10 1   Download

Analyzing the amino acid sequence of an intrinsically disordered protein (IDP) in an evolutionary context can yield novel insights on the functional role of disordered regions and sequence element(s).

9p vikentucky2711 24-11-2020 9 1   Download

Advances in computing have enabled current protein and RNA structure prediction and molecular simulation methods to dramatically increase their sampling of conformational spaces. The quickly growing number of experimentally resolved structures, and databases such as the Protein Data Bank, also implies large scale structural similarity analyses to retrieve and classify macromolecular data.

8p vioklahoma2711 19-11-2020 8 0   Download

The purpose of this research is to better understand the interaction between notable structural and relational factors, which positively influence organizational knowledge sharing. Specifically, to investigate the effects of multiple dimensions of trust (i.e., competence-, integrity-, benevolence-based perceived trustworthiness) on the relationship between tie-strength and effective knowledge sharing.

15p quenchua8 29-09-2020 12 0   Download

The research data analyzed by Linear square, in the first step data has been manipulated by level of stationary in first root and then with unit root individually classify the regions distribution with each expects to estimation development and confirm that even though the development techniques by individual development of SSA.

14p tociitocii 24-04-2020 12 1   Download

Bài giảng "Máy học nâng cao: Support vector machine" cung cấp cho người học các kiến thức: Introduction, review of linear algebra, classifiers & classifier margin, linear svms - optimization problem, hard vs soft margin classification, non linear svms. Mời các bạn cùng tham khảo.

77p abcxyz123_08 11-04-2020 40 4   Download

This longitudinal study classified groups of children experiencing different trajectories of student-teacher relationship quality over the transition from preschool into school, and determined the strength of the association between different student-teacher relationship trajectories and childhood mental health problems in the second year of primary school.

18p viriyadh2711 19-12-2019 15 1   Download

With the latest development of smart grid technology, the energy management system can be efficiently implemented at consumer premises. In this paper, an energy management system with wireless communication and smart meter are designed for scheduling the electric home appliances efficiently with an aim of reducing the cost and peak demand. For an efficient scheduling scheme, the appliances are classified into two types: uninterruptible and interruptible appliances.

11p caygaocaolon1 13-11-2019 29 0   Download

In the present paper, the same system will be examined in the case general, assuming that there exists certain phase shift between two parametric excitations. As it will be shown, the form of the resonance curve is diversity and can be classified by using critical representative points.

10p chikychiky 01-11-2018 23 1   Download

In the present paper the general case with arbitrary dephase between two excitations will be examined. Critical singular points [2] will be used to classify different forms of the resonance curve.

8p chikychiky 01-11-2018 21 0   Download

Nowadays we assist to the increasing of devices and equipments connected to power systems (non-linear loads, industrial rectifiers and inverters, solid-state switching devices, computers, peripheral devices etc). Hence, the parameters of the power supply should be accurately estimated and monitorized. For this purpose have been proposed power quality monitoring systems that are abble to automatically detect and classify disturbances.

300p haiduong_1 24-04-2013 103 18   Download

Strains ofPseudomonas syringaepv. porri are characterized by a number of pathovar-specific phenotypic and genomic characters and constitute a highly homogeneous group. Using monoclonal antibodies, they all were classified in a novelP. syringaeserogroup O9. The O polysaccharides (OPS) isolated from the lipopolysaccharides (LPS) of P. syringaepv.

8p tumor12 20-04-2013 36 1   Download