Generalization is the ability of a machine learning algorithm to perform accurately on new‚ unseen examples after training on a finite data set. The core objective of a learner is to generalize from its experience.[2] The training examples from its experience come from some generally unknown probability distribution and the learner has to extract from them something more general‚ something about that distribution‚ that allows it to produce useful answers in new cases. Machine learning‚ knowledge discovery
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Thermal comfort indices The calculations of the PMV (predicted mean vote) and PPD (predicted percent of dissatisfied people) were done by using the CBE Thermal Comfort Tool of the University of California Berkeley that has been proposed based on ASHRAE Standard 55-2013 (Tyler‚ et al.‚ 2017). The result obtained after calculating PMV index for (H1) is varies between 1.63 to 2.1with the mean value of 1.99‚ and the 80% satisfaction falls within the range of [-1.99< PMV< +1.99]. By equating to ASHRAE
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PRACTICE OF MANAGEMENT ASSIGNMENT Required to identify any 10 scientific tools and explain how five (5) benefits of each tool would enable a manager to achieve effectiveness and efficiency. 1. Computer Computers play a vital role in meeting the challenges of global competitiveness‚ where businesses must be efficient and responsive‚ and must produce high quality goods and services at an even lower cost. Without computers‚ to provide the accurate‚ precise information needed
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1.) CASE STUDY : MAXWELL CORPORATION – DISTRIBUTION SYSTEM: Marks: 15 Division A : roll no. 1 to 30 Division B : roll no.1 to 35 The President of Maxwell Corporation was considering whether the Company should set up its own distribution system or to outsource the entire distribution and logistics functions to a third party service provider. The Company had set up a manufacturing plant in Vizag where a wide range of orthopedic equipments like the crutches‚ wheel chairs‚ heating pads‚ elastic
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Multinational Corporation‚ and here is the explanation of those factors: • Technical-Efficiency Forces The Technical-Efficiency Forces has two possibilities First‚ the decline of the corporation came from its inabilities to achieve and to maintain economic efficiencies in market transactions. When the economic environments no longer support efficient operations of the corporation‚ it can find other ecological slots or reduce their operations. Second‚ the decline may be happen when the corporation adaptations
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her website‚ there’s a topic titled “The Truth on How Dairy Cows are Treated On Dairy Farms” including the article “Milking Machines”. In this short writing‚ she attempts to answer the question “Do the milking machines hurt the cows?”. She goes on to state that milking machines are better for cows because they are fast. What she fails to mention is how much milk the machines take from the cows and why they need to be milked so often. There are about 12 million fewer dairy industries than there was
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The IMAX Corporation was coined from Multiscreen Corporation. Muiltiscreen Corporation dealt with combination of many small projectors to project one large image. This method of creating large movies had many difficulties. It led to the original founders of IMAX to embark on a mission to find a simpler way to project large cinemas. Upon the discovery that the image from a single [projector is far more clear than those of combined projectors they changed their name from multi screen to IMAX. IMAX
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achieving the organizational goals‚ but they also need to make business predictions for the future‚ so that they are well prepared in advance. The reports analyses and discusses the planning function in light of the Betaconn Corporation case study. Task Betaconn Corporation is a famous
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hardened tool steels (such as AISI H11‚ H13‚ and D2‚ up to 56 HRC) by commercial Ø 0.5 mm square endmills‚ it is observed that the tested micro endmills showed severe wear at an early stage of the process due to chipping off around cutting edge corners‚ resulting in unsatisfactory tool life and product appearance (burr formation). Detailed examination of current tool geometry shows that it is mainly inherited from that of macro endmills‚ making the cutting edge corners the weakest part on the tool. As
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Case 2 The News Corporation Case 2 Strategic Management in the Media The News Corporation Leeuwarden March 23‚ 2011 Content Executive Summary 4 Introduction 1 1. What where the most important occurrences in the past and how did the new corporation adjust to the new situation? 2 1.1 Key historical developments and recent developments 2 1.2 Recent developments 3 1.3 Historical analysis 5 2. What are the global and corporate strategies ensuring a successful development
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