Price Fixing :: Business

Value fixing is characterized as, â€Å"an course of action in which two firms facilitate their estimating decisions.† (O’Sullivan and Sheffrin, 2003). The value fixing case I picked was with respect to Brown and Toland Medical Group. The organization is a multi-forte, revenue driven San Francisco-based free doctors' affiliation (Rauber, 2004). Earthy colored and Toland Medical Group was accused by the FTC of damaging government antitrust laws by fixing costs and different terms under which it would contract with insurance agencies for favored supplier association (PPO) enrollees. The FTC battles that the organization had doctors concur on costs and terms they would enter contracts with heath plans or outsider payers. The organization additionally purportedly advised specialists to end any prior agreements. At that point they requested that others participate in their value fixing understanding. This would raise costs for doctor administrations in their old neighborhood San Francisco. The FTC proposed an assent understanding that bars Brown and Toland from: †¢Ã‚     Negotiating with any payer for the benefit of any doctor. †¢Ã‚     Dealing or declining to manage any payer dependent on cost or different terms †¢Ã‚     Jointly deciding cost or different terms whereupon any doctor manages payers Another specification of the assent understanding is that Brown and Toland to advise the FTC in any event 60 days before going into any course of action with doctors or reaching any payer, aside from those plans under which Brown and Toland will be paid a capitated sum, and contains standard recordkeeping arrangements to help the FTC in observing the respondent’s compliance(www.

Education and Main Stumbling Block free essay sample

Concerning me, my preferred proverb is â€Å"You can would anything you like to do†¦ that is, in the event that you are with God†. There’s a specific section in the book of scriptures identifying with this saying, however I overlooked the particular numbers as of now. I clutch this aphorism, each time I have a feeling that I can’t do what I have to do, or each opportunity question comes in to me. This makes me more grounded particularly during tough situations. This interprets my considerations from negative to the positive side. By considering this maxim consistently, uncommonly in a difficult situation, I am ready to conquer any trouble that comes my direction. This encourages me feel that in my fights throughout everyday life, I am not the only one. There is somebody who is far more noteworthy than the entirety of the troubles that I am encountering. Furthermore, basically realizing that, just causes me to accept that I can do it, whatever it is that I’m expected to do. We will compose a custom exposition test on Training and Main Stumbling Block or then again any comparative subject explicitly for you Don't WasteYour Time Recruit WRITER Just 13.90/page In the event that we figure, that we can do everything all alone, even without God’s help, we are simply bound to no place, however disappointment. Trust me, you need to put your arrangements, your fantasies and goals in God’s care with the goal that you can be guaranteed that everything will end up being similarly as it should be. Dread incredibly influences our lives. As much as I would rather not let it be known, I see that it’s the fundamental hindrance that is keeping us individuals from being effective in our lives. In this way, rather than letting dread command our feelings, we simply need to accept that nothing is unthinkable with God. In the event that it appears incomprehensible for us to do, there is somebody more noteworthy than us who can and who realizes how to make things turn out fine and dandy. Furthermore, I wager, you know what it's identity is! Theory My training reasoning is attached in my objective to viably show every one of my understudies and ingrain in them an affection for learning. I need my understudies to comprehend that learning should happen in the limits of the study hall, yet all through their regular day to day existences. I endeavor to assist them with turning out to be deep rooted students and to take advantage of their own lucky breaks to pick up information. I am an eager instructor who puts an enormous accentuation on separation. Understanding that every kid is one of a kind and that understudies learn in various manners, I trust it is fundamental for teachers to separate our exercises to all the more likely address the issues of our understudies. This can incorporate platform, planning various exercises for understudies, and adjusting entire gathering exercises for assorted students. I additionally bolster that building positive affinity with understudies is fundamental for trust to be picked up and subsequently, figuring out how to flourish. I keep on improving my own instructing by taking part in cautious reflection. This permits me to ponder what works and what doesnt. At that point, I am ready to adjust my own educating to all the more likely address the issues of my understudies. Also, on the grounds that all understudies are extraordinary, they will react diversely to evaluations, in this manner I have faith in giving a large number of appraisals including: tests or tests, papers, ventures, introductions, dioramas, and different appraisals to increase a superior comprehension of what my understudies know. Entering this regularly advancing field of instruction where new advances are being executed and creative systems are being found, I will keep on keeping myself taught and continually perusing and finding out about new ways that may address the issues of my understudies much more viably. My way of thinking will keep on directing me all through this respectable calling.

Financial Implication on Health Care Reform Essays

Money related Implication on Health Care Reform Essays Money related Implication on Health Care Reform Paper Money related Implication on Health Care Reform Paper At the point when President Barack Obama went into the white house, he made change of the American social insurance framework, making it his top household need. US of America spends almost double the measure of normal created nations yet record of medicinal services is troubling. Newborn child mortality is higher, future is lower than different nations, in addition to the negative wellbeing measurements that demonstrates Americans to be twice as prone to be stout. Here is the present medicinal services inclusion circumstance in the United States. Bosses furnish their representatives with social insurance and protection inclusion. Others pursue protection plot. Under most plans, individuals are required to pay some portion of the cost (deductible) and this shifts as indicated by their arrangement. A few managers quit offering protection to representatives because of the significant expense. : An essayist of the BBC News expresses that one issue America is looking on medicinal services today is the expense. America burns through 16.2% of GDP about double the normal of different nations in the OECD (Organization for Economic Co-activity and Development). Another issue is inclusion where in it is evaluated that in 2008 46.3 million individuals in America, out of a populace of 300 million, were uninsured. There were likewise a large number of Americans who were considered â€Å"under-insured† (2010). US pronounces half of individual insolvencies as the consequence of clinical costs paid by somebody without protection or with insufficient spread when they become sick. This is on the grounds that these individuals are committed to pay their clinical costs out of their own pocket. The US government has been spending increasingly more on Medicare and Medicaid and this is one of the greatest contributing variables to the spiraling US spending shortage. On March 21, 2010, the House of Representatives passed the greatest change of medicinal services in the nation for a long time (BBC News, 2010). This will give human services to 30 million uninsured Americans. As per the CBS News Capitol Hill Producers, it would cost $940 billion more than ten years. It will grow its inclusion to 32 million uninsured Americans. This will take inclusion the nation over to 95 percent. Its principle arrangement is to make medical coverage practically compulsory, with special cases to the low-salary individuals. This will forestall back up plans to deny inclusion to individuals who have prior ailments. This will likewise diminish the cost of medications accessible to general society (Cairns, 2010). The changes, Obama stated, would help decrease the government shortfall by $100bn throughout the following 10 years, by managing abuse, misrepresentation and misuse. People and families who have salary between the 133 percent and 400 percent of destitution level would have the option to buy protection through state-based trades with endowments. They are not qualified for Medicare and Medicaid, or be secured by their bosses, however. CBS News laid the plans of the Healthcare change bill. Beginning in 2012, the Medicare Payroll Tax will be stretched out to incorporate unmerited pay (2010).â Insurance organizations will pay half extract charge on very good quality protection designs in 2018. There will likewise be 10 percent extract charge on indoor tanning administrations. Medicaid will likewise be extended to incorporate 133 percent of government destitution level. This change will help set up wellbeing standard sheets wherein there will be a yearly wellbeing spending plan for the country to constrain both open and private costs. There will likewise be a get out on charging misrepresentation and take out motivating forces that energize misuse. Government spending on Medicare and Medicaid is practical with the human services change. The cost will increment from 6% to 15% of GDP by 2040 (Amadeo, K., 2010). Medication value gouging would likewise be halted. Human services change will cut down professionally prescribed medication costs. It will wipe out tax cuts for medicate organizations that raise their costs quick. It will likewise dishearten tranquilize organizations from exhausting more on promoting than on innovative work (Luce, G. what's more, Dutton, T., 1993). The new bill proposes increment in the financial prosperity of around 66% of a percent of GDP for each year. This is noticeable when thinking about the examination of the absolute advantages of inclusion to the uninsured and the all out expense of protecting them (whitehouse.gov, n.d.). Fair social insurance protection will be reasonable to Americans with respectable endeavors to control the medicinal services expansion rate. There is no assurance yet this new arrangement will deliver this level of progress, the advantages of having effective change would be essential to Americans: people, organizations, and the economy itself. References: David Cairns. (2010). Obamacare Briefing: What US Health Reform Means. The First Post.  â â â â Retrieved July 9, 2010, from thefirstpost.co.uk/61246,news-comment,news- â â â politics,obamas-triumph-what-us-medicinal services change charge implies obamacare. Jackson, J. furthermore, Nolen, J. (2010). CBS New Politics. Medicinal services Reform Bill Summary: A Look  â â â â â â â â â At Whats in the Bill. Recovered July 9, 2010, from cbsnews.com/8301- â â â â 503544_162-20000846-503544.html Luce, G. furthermore, Dutton, T. (1993). Medicinal services Reform: Models and Implications. Recovered July 9,  â â â â â â â â 2010, from http://findarticles.com/p/articles/mi_m3257/is_n3_v47/ai_14122723/. Romulo, B. D. (2010).  There will be medicinal services change in the US. Manila Bulletin. Recovered  â July 9, 2010, from mb.com.ph/articles/236920/there-will-be-medicinal services  â change us. The Economic Case for Health Care Reform. (n.d.).â Retrieved July 9, 2010, from  â â â â â â â â â â whitehouse.gov/organization/eop/cea/TheEconomicCaseforHealthCareRefo        rm/ QA: US Healthcare Reform. (2010). One-Minute World News. Recovered July 9, 2010, from  â â â â â â â â â â http://news.bbc.co.uk/2/hey/8160058.stm.

Ethical Leadership Essay #2 - 1100 Words

Ethical Leadership Essay #2 (Essay Sample) Content: Ethical LeadershipStudentà ¢Ã¢â€š ¬s NameInstitutional AffiliationEthical leadershipIntroductionThe article analyzes a report prepared by the administrator of Paradigm Toys to the Board of Directors explaining the ethical climate in the organization, the corporate social responsibility, why it is important for the company to offer training for ethics and the ethical use of the companyà ¢Ã¢â€š ¬s information technology assets. Ethics is a discipline that deals with what is good or bad, right or wrong, or moral duty and obligation. As applied by management, ethics refers to the concept of interactive responsibility. Managerial ethics could apply to the relationships between the firm and the employees, employees and the firm and the firm and its environment.Leadership PowersThe first section explains the most suitable power to be applied by the company to establish an ethical climate. There are four types of powers; firstly, the legitimate power also called positional power. The power derives from the personà ¢Ã¢â€š ¬s formal position in an organization. Secondly is the coercive power, which tends to influence the employees with threats and punishment such as firing and charge fines to the employees if they do not attain their objectives. The Reward power motivates the employees to improve their performance (Cooper, Gustafson, Salah 2014). Expert power refers to the ability of a manager to influence the team members using his knowledge skills and expertise in a particular fieldThe ability to influence other people using your skills, knowledge, and expertise in a particular field is referred to as the expert power. This kind of power depends on more your personal skills. Therefore, to use this power consistently, one should keep on enhancing his skills. One good thing about this type of power is that it is not dependent on your formal position. Finally, referent power is the power derived from the relationship between the employees and the manag ement. It is the suitable power for Paradigm Toys to create an ethical environment. The management using the referent power is able to bring the best out of an employee because of the strong relationship between them.Company StakeholdersThe primary stakeholders that are likely to influence the company include the shareholders and the employees. The secondary stakeholders include the government and the community. The company has an economic responsibility to the shareholders and the employees by ensuring that the company is profitable and rewards them in terms of dividends and benefits. It also owes an ethical responsibility to the shareholders and the employees by ensuring they do what is ethically and morally right to enhance the relationship between the firm and the primary stakeholders (Ciulla,ÂUhl-Bien, Werhane 2013). In addition, the firm owes the government legal responsibility by ensuring it abides with the set laws. Finally, it owes a discretionary responsibility to the community, which involves donations to the philanthropies to facilitate better standards of living of the society.Ethics AuditThe ethical Audit is a verifiable process that measures the culture and the behaviors of an organization and determines the extent to which its values are rooted in its people and processes. The audit of ethics in the Paradigm Toys would encourage such values as operating fairly and honestly. It will be able to avoid conflicts of interests, fight corruption and bribery, and comply with the applicable laws and regulations (Ciulla,ÂUhl-Bien, Werhane 2013). In addition, the firm will act with integrity and provide a healthy, clean, and safe working environment. Through its social responsibility, the firm will be able to protect the environments and the communities that surround it. Finally, the company will be in a position to abide by the principle of confidentiality, maintain proper books of account, and ensure the provision of quality customer services. Balanced ScorecardThe company may use the balanced scorecard to evaluate the performance of its executives. Drs. Kaplan Robert and David Norton designed the balanced scorecard. A performance measurement framework adds strategic and non-financial performance measures to traditional financial metrics with an objective of giving the managers and executives a more balanced view of the performance of the company (Tuominen, Malmberg, Rampersad 2011). The paradigm may develop objectives that meet the four perspectives of the balanced scorecard. They include the financial perspective, which refers to the improvement, management, and measurement of the company's performance. The management may lay down the expected revenues, profit margins, the dividends, and the ways in which it may minimize its costs.The second perspective refers to the operational priorities that will evaluate how well the company has been able to respond to the customer's needs and how well the business is operating. Be sides, the company would consider factors that will enhance the public perception of the organization and how to increase customer satisfaction through provision of quality products and services. This perspective is known as the customer perspective. Finally, Paradigm Toys would set objectives that attempt to maximize the improvement of both the individual and the company through the learning and growth perspectives.Corporate Social ResponsibilityThe corporate social responsibility for a company is the concept of social responsiveness. The ability of a company to relate its operations and policies to the social environment in a manner that is mutually beneficial to the economy and the society (Haerens, Zott 2014). Companies that embrace Corporate Social Responsibility is able to engage their employees differentiate their products, encourage innovation, minimize their costs, and fully engage their customers in the operations of the company. Paradigm toys can engage... Ethical Leadership Essay #2 - 1100 Words Ethical Leadership Essay #2 (Essay Sample) Content: Ethical LeadershipStudentà ¢Ã¢â€š ¬s NameInstitutional AffiliationEthical leadershipIntroductionThe article analyzes a report prepared by the administrator of Paradigm Toys to the Board of Directors explaining the ethical climate in the organization, the corporate social responsibility, why it is important for the company to offer training for ethics and the ethical use of the companyà ¢Ã¢â€š ¬s information technology assets. Ethics is a discipline that deals with what is good or bad, right or wrong, or moral duty and obligation. As applied by management, ethics refers to the concept of interactive responsibility. Managerial ethics could apply to the relationships between the firm and the employees, employees and the firm and the firm and its environment.Leadership PowersThe first section explains the most suitable power to be applied by the company to establish an ethical climate. There are four types of powers; firstly, the legitimate power also called positional power. The power derives from the personà ¢Ã¢â€š ¬s formal position in an organization. Secondly is the coercive power, which tends to influence the employees with threats and punishment such as firing and charge fines to the employees if they do not attain their objectives. The Reward power motivates the employees to improve their performance (Cooper, Gustafson, Salah 2014). Expert power refers to the ability of a manager to influence the team members using his knowledge skills and expertise in a particular fieldThe ability to influence other people using your skills, knowledge, and expertise in a particular field is referred to as the expert power. This kind of power depends on more your personal skills. Therefore, to use this power consistently, one should keep on enhancing his skills. One good thing about this type of power is that it is not dependent on your formal position. Finally, referent power is the power derived from the relationship between the employees and the manag ement. It is the suitable power for Paradigm Toys to create an ethical environment. The management using the referent power is able to bring the best out of an employee because of the strong relationship between them.Company StakeholdersThe primary stakeholders that are likely to influence the company include the shareholders and the employees. The secondary stakeholders include the government and the community. The company has an economic responsibility to the shareholders and the employees by ensuring that the company is profitable and rewards them in terms of dividends and benefits. It also owes an ethical responsibility to the shareholders and the employees by ensuring they do what is ethically and morally right to enhance the relationship between the firm and the primary stakeholders (Ciulla,ÂUhl-Bien, Werhane 2013). In addition, the firm owes the government legal responsibility by ensuring it abides with the set laws. Finally, it owes a discretionary responsibility to the community, which involves donations to the philanthropies to facilitate better standards of living of the society.Ethics AuditThe ethical Audit is a verifiable process that measures the culture and the behaviors of an organization and determines the extent to which its values are rooted in its people and processes. The audit of ethics in the Paradigm Toys would encourage such values as operating fairly and honestly. It will be able to avoid conflicts of interests, fight corruption and bribery, and comply with the applicable laws and regulations (Ciulla,ÂUhl-Bien, Werhane 2013). In addition, the firm will act with integrity and provide a healthy, clean, and safe working environment. Through its social responsibility, the firm will be able to protect the environments and the communities that surround it. Finally, the company will be in a position to abide by the principle of confidentiality, maintain proper books of account, and ensure the provision of quality customer services. Balanced ScorecardThe company may use the balanced scorecard to evaluate the performance of its executives. Drs. Kaplan Robert and David Norton designed the balanced scorecard. A performance measurement framework adds strategic and non-financial performance measures to traditional financial metrics with an objective of giving the managers and executives a more balanced view of the performance of the company (Tuominen, Malmberg, Rampersad 2011). The paradigm may develop objectives that meet the four perspectives of the balanced scorecard. They include the financial perspective, which refers to the improvement, management, and measurement of the company's performance. The management may lay down the expected revenues, profit margins, the dividends, and the ways in which it may minimize its costs.The second perspective refers to the operational priorities that will evaluate how well the company has been able to respond to the customer's needs and how well the business is operating. Be sides, the company would consider factors that will enhance the public perception of the organization and how to increase customer satisfaction through provision of quality products and services. This perspective is known as the customer perspective. Finally, Paradigm Toys would set objectives that attempt to maximize the improvement of both the individual and the company through the learning and growth perspectives.Corporate Social ResponsibilityThe corporate social responsibility for a company is the concept of social responsiveness. The ability of a company to relate its operations and policies to the social environment in a manner that is mutually beneficial to the economy and the society (Haerens, Zott 2014). Companies that embrace Corporate Social Responsibility is able to engage their employees differentiate their products, encourage innovation, minimize their costs, and fully engage their customers in the operations of the company. Paradigm toys can engage...

African Americans Low Quality Insurance, Poverty, And...

Other negative factors regarding African-American schizophrenics include low quality insurance, poverty, negative encounters from professionals in the past. In order to decrease the symptoms of schizophrenia in African-Americans, clinicians can promote wellness, such as exercising, practicing healthy dietary behaviors and improving medication adherence to improve health outcomes. Other than mental illnesses, African-Americans are at risk of having other physical diseases such high blood pressure, diabetes, and cardiovascular diseases than Caucasians. African-Americans may believe the causes of schizophrenia may result from negative life events, stress, genetics, medical issues, anxiety, chemical imbalance, and environmental factors. African-Americans are likely to be diagnosed with schizophrenia since they are likely to encounter stigma and victimization from clinicians, other African-Americans without mental illnesses, and other races. African-American are likely to avoid psy chotherapy. Instead of relying on psychotherapy for treatment of mental illnesses, African-Americans rely on religion and spiritual beliefs to cope with the stressors of life such as depression, anxiety, post-traumatic stress disorder, or diagnosable mental illnesses. African-Americans view the church as an institution to provide them with social, economic and political resources and to relieve them from oppression and discrimination (Plunkett, 2014). African-Americans view the pastor ofShow MoreRelatedHow People View Mental Illness As A Whole ( Jimenez, Bartels, And Alegria1469 Words   |  6 Pagesdetermine how people view mental illness as a whole (Jimenez, Bartels, Alegria, 2013). Recognizing different cultural attitudes towards healthcare and mental illnesses, such as depression, between several racial minority older adults with common mental illnesses is very important (Jimenez et al.). There are many differences between racial groups when looking at the older adults beliefs on the causes of mental illness, barriers the older adult faces when seeking treatment, and their preferences inRead MorePublic Attitudes Toward African Americans With Mental Disabilities Essay1828 Words   |  8 PagesThis paper examines the inequalities that African Americans with mental disabilities face in their daily lives. It argues that this constituency receives inadequate medical access and services, different treatment of their disability, and is highly stigmatized as compared to Whites. In order to support my argument I examine public attitudes towards blacks with mental illnesses, their depiction in the media, and contemporary issues related to the topic. I draw on specific course concepts such as ableismRead MoreWomen With Serious Mental Illness Essay1580 Words   |  7 Pagesabout women with serious mental illnesses. Using the National Institute of Mental Health study, the researchers used randomized groups to gather information. By using specific questions about the lives of women with a serious mental illness, the researchers were then able to categorize the main themes that impacts women living with a serious mental illness. The observations were then used to inform mental health professionals the complexity of women living with serious mental illness and how to improveRead MoreHigh Rates Among Various Ethnic Backgrounds1060 Words   |  5 Pagesstatistics have shown that social determinants such as poor educ ation, low income, limited access to quality care, as well as environmental factors have contributed to healthcare disparities. If society could improve barriers like health education, communication, and healthcare cost, quality healthcare could be successfully provided to every person. Different levels of wellness, the underutilization of available care, and outcomes of illnesses and injuries are all concepts that define health disparitiesRead MoreMental Health Care Disparities Among Minority Populations1434 Words   |  6 PagesMental Health Care Disparities in Minority Populations Erin Bertelson Denver School of Nursing Mental Health Care Disparities in Minority Populations Across the country, a steady increase has been noted in the number of patients presenting to emergency departments for psychiatric complaints (Zun, 2014). Patients also attempt to use their primary care doctors to treat their mental illnesses. The mental health care options for these patients are extremely limited, especially for minorityRead MoreImproving The Quality Of Life For Impoverished Minorities1891 Words   |  8 PagesIndividuals in poverty have a tendency to have poorer overall wellbeing than the individuals who live in great living conditions. The reason being low-income individuals do not typically live near hospitals or places where they can get treatment (Mukherejee). Over-priced medications greatly affect the quality of life for impoverished minorities. Chronically ill residents of these areas have it harder as a result of the way that they are not able to manage the cost of their prescriptions or treatment. BecauseRead MoreAmerica s Health Care System Essay1615 Words   |  7 Pages Health care is meant to provide medical or psychological care for the entire human population. In order to pay for health care, one must have health insurance or be able to pay out of pocket. However, health care in the United States are nowhere near cheap. In fact, America has the worst healthcare system in the world. America’s health care system is a direct-fee system. A majority of countries around the globe are government controlled. Taxes primarily finance their health care access and deliveryRead MoreHealth Disparities Among Minorities : A Pervasive Problem Within The United States.the Institute Of Medicine Defines Disparity2469 Words   |  10 Pagesto be a pervasive problem within the United States.The Institute of Medicine defines disparity as, â€Å"differences in treatment provided to members of different racial or ethnic groups that are not justified by underlying health conditions or preferences† (Snowden 526). Despite adjustments made to access-related fa ctors, insurance and income, minorities still tend receive lower-quality health care than whites (Flores, Olsen and Tomany-Korman 183). According to the Centers for Disease Control, â€Å"RelativelyRead MoreEssay about The United States Homeless Population879 Words   |  4 Pagesclosely would see that there is more to this at risk population than what society has labeled them as. The forces, which affect homelessness, are multifaceted. Social forces such as family breakdown, addictions, and mental illnesses are in combined with structural forces such as lack of low-cost housing, insufficient health services, and poor economic conditions. Many would never know that our veteran population makes up a huge number of out homeless population. The focus of this paper is to provideRead More The Handicapped Poor in America Essays3222 Words   |  13 PagesIn The Working Poor, David Shipler relates the plight of the invisible poor in America, sharing the stories of laborers across the n ation who work but cannot get a firm grip on the slippery surface of the American dream. Shipler also touches on, but does not fully explore, the even thornier path of the disabled, impoverished individual in America. Although a relatively large segment of the population (10-20 percent of the United States population is disabled), the disabled poor encounter setbacks

The Relationship Between Physicochemical Properties And...

Introduction and Motivation There is a big wine market in the world, as it plays a pivotal role in many social gatherings. Because of this, it is absolutely essential for the wine industry to be able to determine what physicochemical properties are essential for wine to be given a good rating and overall, increase its market value. Hence there is a need to investigate the influence of these properties for both wine manufacturing and selling purposes. The relationship between physicochemical properties and sensory analysis is not easy to understand[3], which makes wine classification a difficult task, as rating is based mainly on taste preference. Hence we were motivated to come up with a model that could predict wine preferences solely†¦show more content†¦The physicochemical tests include 11 continuous variables, such as determination of alcohol, sulfates or pH values. Research Questions The goal of this paper is to classify wine quality based on physicochemical and sensory analysis. For this purpose, this study uses the Neural Nets toolbox, SVM (Support Vector Machine) library, and Logistic Regression in Matlab, and Multivariable Regression in R to analyse and classify wine quality. This paper determines the most influential features for red wine quality ratings and answer the question of which machine learning algorithm performs the best in classifying wine quality. Experiment 4.1 Neural Nets We are using the Neural Nets Toolbox which is already implemented in Matlab to check the accuracy of quality classification for our wine data set. To use this toolbox, we needed to input the training data matrix, which is a 1599x11 matrix (with 11 features) and a target matrix made up of our quality outputs ranging from 3 to 8. The target matrix has the same number of rows as there are samples of wine. Hence it has 1599 rows. Each row gives the binary label vector for one of the classifications. The number of columns depends on how many classes there are. Each column representing one class. For each wine sample, if the class is n, the nth column would have a value of 1 and every other column would have a value of 0. So if there were 6 classes (as quality ratings ranges from 3 to 8), for

Is Romeo in love Essay Example For Students

Is Romeo in love? Essay Romeo is a young boy who originally does not seem to understand the concept of love. We see the hero of the play linked to two different girls. While initially Romeo is depressed and distraught after his rejection from Rosaline, his instant change of character after meeting Juliet proves his first love to be superficial and his second love to be real. Romeos love for Juliet is pure and passionate and ultimately conquers all although the highest price is paid in the star-crossd lovers sacrificing themselves in honour of their devotion to each other. Romeo as we are first introduced to him, seems depressed and dejected. On his entrance, he immediately lowers the tone of the scene with his sadness of being out of her favour. His oxymoronic terms prove that he is more in love with the idea of being in love than actually loving Rosaline. Romeo associates love with heavy lightness(Act 1, Scene 1, line 169) and cold fire (line 171) and in the case of true love, it is assumed that a lover is generally happy than miserable. Romeos unrequited love is more an infatuation than true love. We will write a custom essay on Is Romeo in love? specifically for you for only $16.38 $13.9/page Order now Romeo uses rhyming couplets showing the formality of his language regarding the idea of love. O brawling love, O loving hate/ O any thing of nothing first create! (Act 1, Scene 1, lines 166-7) He personifies love and curses it making it seem more of a nuisance than the treasure that it is normally perceived to be. The irony of Romeos love for Rosaline is that he immediately falls for Juliet despite earlier declaring that his tears (would turn) to fires..and be burnt for liars.! (Act 1, Scene 2, lines 88-91) if he saw someone more beautiful than Rosaline. He goes to the Capulet party because he realises that his love Rosaline will be there but is unaware of what destiny holds for him. The dramatic irony that Shakespeare uses in this scene describes Romeos eventual death and Romeo associates his untimely death (line 111) with events that will happen at the party where, of course, he falls in love with Juliet. The fact that Romeos death is associated with Juliet shows how it is a selfless love from the beginning where he will forfeit all to be with his beloved whether it be in life or death. The dramatic change in Romeos nature occurs when he sees Juliet for the first time, although his language is still rather forced initially and Juliet accuses him of kissing by thbook(Act 1, Scene 5, line 109), the sincerity in Romeos tone of language and his passion is evident. It may seem initially that Romeos love for Juliet is artificial as it was with Rosaline, considering how quickly he forgot her. However, the change in his personality proves that this is something quite unlike anything he has previously experienced. Shakespeare uses religious imagery to depict the respect Romeo immediately feels for Juliet. If I profane with my unworthiest hand This holy shrine My lips, two blushing pilgrims.. (Act 1, scene 5, lines 93-5) This gives their love a divine aura one of innocence and purity where love no longer seems a curse or a nuisance and is true, one that conquers all. The fact that Juliet is a Capulet, daughter of his familys most sworn enemy, is further proof of Romeos sincerity in his love for her. Despite the dangers of going to visit her, he risks all to catch just one more glance, to touch that cheek (Act 2, scene 2, line 23) for just a short moment. In the most famous scene of the play, Romeo and Juliet mutually agree that it is not the people who are the enemies, but their names, they are willing to overcome the obstacle of discrimination against individuals based on their names. .u1dbc67a7482c74bbd0d9b4a7f95b2572 , .u1dbc67a7482c74bbd0d9b4a7f95b2572 .postImageUrl , .u1dbc67a7482c74bbd0d9b4a7f95b2572 .centered-text-area { min-height: 80px; position: relative; } .u1dbc67a7482c74bbd0d9b4a7f95b2572 , .u1dbc67a7482c74bbd0d9b4a7f95b2572:hover , .u1dbc67a7482c74bbd0d9b4a7f95b2572:visited , .u1dbc67a7482c74bbd0d9b4a7f95b2572:active { border:0!important; } .u1dbc67a7482c74bbd0d9b4a7f95b2572 .clearfix:after { content: ""; display: table; clear: both; } .u1dbc67a7482c74bbd0d9b4a7f95b2572 { display: block; transition: background-color 250ms; webkit-transition: background-color 250ms; width: 100%; opacity: 1; transition: opacity 250ms; webkit-transition: opacity 250ms; background-color: #95A5A6; } .u1dbc67a7482c74bbd0d9b4a7f95b2572:active , .u1dbc67a7482c74bbd0d9b4a7f95b2572:hover { opacity: 1; transition: opacity 250ms; webkit-transition: opacity 250ms; background-color: #2C3E50; } .u1dbc67a7482c74bbd0d9b4a7f95b2572 .centered-text-area { width: 100%; position: relative ; } .u1dbc67a7482c74bbd0d9b4a7f95b2572 .ctaText { border-bottom: 0 solid #fff; color: #2980B9; font-size: 16px; font-weight: bold; margin: 0; padding: 0; text-decoration: underline; } .u1dbc67a7482c74bbd0d9b4a7f95b2572 .postTitle { color: #FFFFFF; font-size: 16px; font-weight: 600; margin: 0; padding: 0; width: 100%; } .u1dbc67a7482c74bbd0d9b4a7f95b2572 .ctaButton { background-color: #7F8C8D!important; color: #2980B9; border: none; border-radius: 3px; box-shadow: none; font-size: 14px; font-weight: bold; line-height: 26px; moz-border-radius: 3px; text-align: center; text-decoration: none; text-shadow: none; width: 80px; min-height: 80px; background: url(https://artscolumbia.org/wp-content/plugins/intelly-related-posts/assets/images/simple-arrow.png)no-repeat; position: absolute; right: 0; top: 0; } .u1dbc67a7482c74bbd0d9b4a7f95b2572:hover .ctaButton { background-color: #34495E!important; } .u1dbc67a7482c74bbd0d9b4a7f95b2572 .centered-text { display: table; height: 80px; padding-left : 18px; top: 0; } .u1dbc67a7482c74bbd0d9b4a7f95b2572 .u1dbc67a7482c74bbd0d9b4a7f95b2572-content { display: table-cell; margin: 0; padding: 0; padding-right: 108px; position: relative; vertical-align: middle; width: 100%; } .u1dbc67a7482c74bbd0d9b4a7f95b2572:after { content: ""; display: block; clear: both; } READ: Shakespeare paper EssayIt may be argued that these actions arise from a childish desire for adventure and the secrecy and prohibition of such a relationship adds to the couples thrills. However, the way Romeo behaves after meeting Juliet illustrates a newfound maturity as he even seeks to make peace with his rival, Tybalt. Nevertheless, he gets caught in the crossfire of an argument involving his friend Mercutio who consequently dies and Romeo avenges his death this leads to his banishment from Verona. Regardless of his ban on returning to Verona, Romeo returns in haste as he hears of Juliets death and shows no regard of his own life. Romeos life is at this stage of the play with Juliet and it is evident that he can see nothing without her he does not care for his life or his future any longer and this is the ultimate testimony of his change in character and the truth in his love. The old Romeo would probably have preferred to wallow in self-pity than to risk his life to be with the corpse of his beloved. Romeo made the greatest sacrifice in the name of love. He knew he could not be with her in the living world he chose to commit suicide and therefore chose to be with her after death he took his own life so they could die together. I believe Romeos love for Juliet to be true and the love he claimed to feel for Rosaline, superficial. Romeo was in love with the idea of being in love during his infatuation with Rosaline whereas his undying love for Juliet cost him his life. There is no bigger price that can be paid than life itself. Romeos love for Juliet is sincere and all-conquering because it overcame all hatred. This is proved in the final scenes when it is revealed that the Montagues and Capulets have resolved their problems, united in the mourning of their innocent children and erected statues in their memory. It may be said therefore, that there is no truer love than Romeos because it defeated all loathing and showed what lovers are prepared to do in order to be together. This gi ves reason for why Romeo and Juliet is seen as one of the greatest love stories and demonstrates the power of love.