In the last few lectures we have seen how to obtain high confidence bounds on the generalization error of functions learned from function classes of limited capacity, measured in terms of the growth function and VC-dimension for binary-valued function classes in the case of binary classification, and in terms of the covering numbers, pseudo-dimension, and fat-shattering dimension for real-value...

Outage of a heavily loaded transmission line or tripping of large generating unit may lead the system toward collapse. Under such circumstances, compared to other measures, load shedding procedure is an efficient method to make the power system voltage stable when many system variables are out of their normal ranges and the system is driven toward collapse. This paper introduces the concept of ...

the study examines production efficiency of farmers under national fadama-ii project in oyo state nigeria. primary data were collected from two hundred and sixty-four farmers using multistage sampling technique. the analytical framework used for the study include: descriptive, infrastructure index, gross margin and stochastic frontier production function. average infrastructural index in the ar...

During the last two decades, financial institutions worldwide have witnessed a lot of stress in managing their margins in wake of the new risks, challenges and increase in the competition posed to them by the factors of liberalization and deregulation. The key to create value and achieve competitive edge lies in the better operational efficiency and productivity of these institutions under such...

results higher levels of stress were due to the fear of being infected by hiv and hepatitis patients with mean of 3.2 and 58%; and lack of weekends with mean of 3 and 44%. the lowest levels of stress were related to inadequate skills with mean of 2.18 and 32%, and environment light with mean of 2.14 and 34.7%. stress was significantly related to job status, conflict of doctors and nurses as wel...

In the integrated power system network uncertainty can occur at any time. The transmission reliability (TRM) margin is amount of capacity that guarantees protected from instability in operating state system. calculation available transfer (ATC) should be included a deregulated to ensure safe within fair range uncertainties arise during transfer. However, TRM conserved as reflect unpredictabilit...

This study aims to determine and analyze the performance of a company using profitability financial ratios in companies engaged development management public property for 2016-2020 period. The method used is descriptive statistical analysis because it sample description does not intend make conclusions. results ratio show that Profitability Ratio shows are very far from standard have poor Net p...