The document describes using multiple data mining techniques to predict how car dealers will bid on used vehicles at auctions for DaimlerChrysler Financial Services. It explores using a multiple linear regression model, regression tree model, neural network model, and an ensemble method that combines the other three models. The models use vehicle characteristic data for over 9,500 vehicles to predict gross proceeds. Based on validation set results, the multiple linear regression model provided reasonable predictions, with a root mean squared error of $1,552.76 compared to the training set error of $1,499.39. The document concludes by exploring additional models that may improve prediction accuracy.
FINAL Sarah Charlesworth Press Highlights ReportLacey German
Sarah Charlesworth's first major museum survey opened at the New Museum. She was a pioneering member of the Pictures Generation who made art by recombining photographs. While influential, she did not receive major attention perhaps because her work was "pristine, cerebral and devoid of easy irony." The exhibition highlights her friendship and influence on other artists like Cindy Sherman and Laurie Simmons. They recall meeting her in the early 1980s and being surprised by her later colorful "Objects of Desire" series that focused on beauty, moving away from her earlier conceptual work. While talented and opinionated, Charlesworth was less well-known than Sherman and Simmons, though this did not seem to bother her.
NIC Human Resource Consulting JSC is a leading HR outsourcing firm in Vietnam founded in 2002. It provides services such as temporary staffing, payroll management, executive search, and representative office services. NIC has experience managing over 5,000 employees for national and multinational clients. It prides itself on quality, sustainability, effectiveness, and professionalism. Key processes include recruitment, outsourcing, executive search, and ensuring compliance with insurance, tax, and labor regulations.
This document is a product catalog from B-Tech, a manufacturer of audio visual mounting solutions. The catalog introduces their System X range of premium mounting solutions designed for video walls, digital signage, and menu boards. System X uses aluminum support columns and rails to form a variety of mounting configurations in a modular and customizable way. The catalog highlights some off-the-shelf kits for common video wall and menu board mounting applications and provides information on B-Tech's global operations, product information resources, and trade show presence.
The document describes using multiple data mining techniques to predict how car dealers will bid on used vehicles at auctions for DaimlerChrysler Financial Services. It explores using a multiple linear regression model, regression tree model, neural network model, and an ensemble method that combines the other three models. The models use vehicle characteristic data for over 9,500 vehicles to predict gross proceeds. Based on validation set results, the multiple linear regression model provided reasonable predictions, with a root mean squared error of $1,552.76 compared to the training set error of $1,499.39. The document concludes by exploring additional models that may improve prediction accuracy.
FINAL Sarah Charlesworth Press Highlights ReportLacey German
Sarah Charlesworth's first major museum survey opened at the New Museum. She was a pioneering member of the Pictures Generation who made art by recombining photographs. While influential, she did not receive major attention perhaps because her work was "pristine, cerebral and devoid of easy irony." The exhibition highlights her friendship and influence on other artists like Cindy Sherman and Laurie Simmons. They recall meeting her in the early 1980s and being surprised by her later colorful "Objects of Desire" series that focused on beauty, moving away from her earlier conceptual work. While talented and opinionated, Charlesworth was less well-known than Sherman and Simmons, though this did not seem to bother her.
NIC Human Resource Consulting JSC is a leading HR outsourcing firm in Vietnam founded in 2002. It provides services such as temporary staffing, payroll management, executive search, and representative office services. NIC has experience managing over 5,000 employees for national and multinational clients. It prides itself on quality, sustainability, effectiveness, and professionalism. Key processes include recruitment, outsourcing, executive search, and ensuring compliance with insurance, tax, and labor regulations.
This document is a product catalog from B-Tech, a manufacturer of audio visual mounting solutions. The catalog introduces their System X range of premium mounting solutions designed for video walls, digital signage, and menu boards. System X uses aluminum support columns and rails to form a variety of mounting configurations in a modular and customizable way. The catalog highlights some off-the-shelf kits for common video wall and menu board mounting applications and provides information on B-Tech's global operations, product information resources, and trade show presence.