Saturday, May 23, 2020

Decision Tree Analysis On Decision Trees - 1277 Words

Decision Tree Analysis A decision tree is a widespread technique of designing and envisaging predictive patterns and systems. It is a tree-structured design of a set of aspects to test in direction to expect the output. Decision trees are effective and accepted implements for prediction and classification. The value of decision trees is because of the reality that, in compare to neural networks, it signifies rules. Rules can quickly be articulated so that individuals can comprehend them or even directly use up in a database retrieve language as structured query language (SQL) so that keep information falling into a certain sort may be accessed. Decision tree technique is mostly used for data classification, and it differed into 2 phases; the tree pruning and the tree structure. The training data to create a test function, conferring to various classification centered on decision tree classification process in contrast with another, it is a faster, more straightforward and easy to comprehend classification systems, simply transformed into database uncertainties benefits, and particularly in problem matters of high dimension can be incredibly decent classification outcomes. The decision tree is a classification paradigm, applied to remaining data. If we apply it to special data, for which the class is unidentified, we also get a prognostication of the class. The hypothesis is that the special data originates from the analogous dissemination as the data we get through to createShow MoreRelatedDescriptive Essay On Lasagne2038 Words   |  9 Pages \chapter{Multivariate Analysis For Particle Identification} Multivariate data analysis and machine learning become a useful tool in high-energy physics. The need of more sophisticated data analysis algorithms arose with the increased complexity of the classification problem. In T2K, selecting a neutrino interaction event is like picking the needle from the haystack, due to the tiny neutrino cross-section and a large number of background events. Nevertheless, increasing the selection purity andRead MoreDescriptive Essay On Lasagne2038 Words   |  9 Pages \chapter{Multivariate Analysis For Particle Identification} Multivariate data analysis and machine learning become a useful tool in high-energy physics. The need of more sophisticated data analysis algorithms arose with the increased complexity of the classification problem. In T2K, selecting a neutrino interaction event is like picking the needle from the haystack, due to the tiny neutrino cross-section and a large number of background events. Nevertheless, increasing the selection purity andRead MoreAnalysis Of Genovus Biotechnologies ( Genovus )856 Words   |  4 Pagestools such as email, calendar, and videoconference. The Genovus leadership team needs to decide what information technology options will streamline and simplify the work for the four-person business. This paper reviews two decision making tools, mind mapping and decision tree analysis, and how these two tools may help the Genovus leadership team determine the toolsets needed at this time. Mind mapping is a brainstorming tool. It enables the tool user to engage with concepts in at a deeper level,Read MoreThe Cost Effectiveness Of A Drug Or Treatment1291 Words   |  6 PagesExample decision tree analysis from the British Journal of Clinical Pharmacology [Ademi] One current method of studying cost effectiveness is called a decision tree analysis. 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Executive Summary This research paper is about the Comparative analysis of three data mining software’s selected based on four important criteria Performance, Functionality, Usability and Ancillary Tasks support. â€Å"Data Mining is a field of study that is gaining importance and is used to explore data in search of patterns or relationships between variables and is applied to new data used for predictions†Read MoreDecision Tree1067 Words   |  5 PagesDecision Tree Analysis Choosing Between Options by Projecting Likely Outcomes Decision Trees are useful tools for helping you to choose between several courses of action. They provide a highly effective structure within which you can explore options, and investigate the possible outcomes of choosing those options. They also help you to form a balanced picture of the risks and rewards associated with each possible course of action. This makes them particularly useful for choosing between differentRead MoreResearch Assignment: Data Structures and â€Å"Space Quest†800 Words   |  4 Pagesstructures were required namely, a Tree, and a Queue. In Computer Science, Trees are one of the more commonly utilised data structures, as they can be found in many systems and applications such as databases, operating systems, game algorithms and networks (Miller Ranum, 2013a). Trees were introduced into the programming world as they were a useful tool for creating search, and sorting algorithms. Between the use of linked lists, arrays, and tree-based data structures, trees were found to be a lot moreRead MoreDecision Support Systems For Aide932 Words   |  4 Pageschoices when it comes to the use of decision support systems to aide in information reduction to make informed decisions. Of the many tools available, two in particular are useful in the presence of excessive information. The Pugh Matrix which can be used to consolidate information and show the relative difference in measurement criteria among different candidate choices. The decision tree is a useful tool for making decisions when there are layered decisions that must be made to reach a final resultRead MoreCanopy Height Analysis918 Words   |  4 PagesGWAS analysis failed to reveal any SNPs with high Linkage Disequilibrium (LD) for canopy height derived from image data. However, this finding is useful as it indicates that we might need some covariant like environment and/or more population structure extraction for future work. predict the height in a particular range for all the lentil varieties. The predictions of Random Forest model was seen to be distributed all over the graph with less differences from the observed values. Decision tree predictedRead MoreData Mining For Industrial Engineering And Management720 Words   |  3 Pageswith the intent to extract useful patterns from the datasets [5]. DM is widely used in market segmentation, customer profiling, fraud detection, retail promotions, and credit risk analysis [6]. Data Mining With the rapid growth of databases in numerous modern enterprises, DM has become an increasingly valuable data analysis approach. The operations research community has made substantial contributions to this field, particularly by formulating and solving numerous DM problems as optimization problems

Monday, May 11, 2020

The Different Faces Of Humanity - 2665 Words

The Different Faces Of Humanity Human suffering is a topic that has been going on for a long time all around the world but the people from our society tend to ignore it. Human suffering is something that many innocent people go through all around the world, and our society tends to become so numb on the topic that they don t even care anymore but yet do they know, with them not caring all its doing is making the enemy powerful. It is cruel to go on with your daily lives knowing innocent people are dying out there and our society does nothing. Human suffering has been going around for a long time, many Documentaries, articles and films try to highlight and show the world what s going on but many people turn their shoulders because of†¦show more content†¦This happened Oct. 18 in southern China. The report said 18 people passed by; some on foot, some steering their bicycles around her limp body as they purposely ignored the child. ’’ (The Daily Barometer). In other words, the author was explai ning and trying to demonstrate how many people in our society make such small things more significant than what the bigger problem is, just how he/she mentioned how the headlines made a toddler getting bitten by a dog more bigger than a 2 year old toddler who was hit by a car and people looking at her walking by soon after she was hit by another car as people continued to walk by not bothering to help her. This shows how our society tends to turn their heads on the bigger problem and focusing on small non-significant situations, our society doesn’t want to interfere in problems they have to do anything about, and people in our society are selfish. In the article ‘’ The Perils of Indifference’’ by a holocaust survivor named Elie Wiesel himself writes, ‘’ It is so much easier to avoid such rude interruptions to our work, our

Wednesday, May 6, 2020

Student Survival Guide Free Essays

First, print the Course Syllabus and Calendar to review before class begins. On your computer, create a folder for each class under My Documents. Create sub-folders by weeks, or one sub-folder for materials and one for assignments you completed for the class. We will write a custom essay sample on Student Survival Guide or any similar topic only for you Order Now Under the Classroom tab, find Materials for each week of class. Each week, download all files on your computer under the folders created. Backup your files in a portable device to avoid losing work you’ve already completed. In the Library tab, you can access the University Library as well as the Center for Writing Excellence. The University Library conducts your search from multiple databases and you may narrow down a search by database or more search options. Information for article search to keep in mind is the use of key words, publication date, title of the article, which database it was found in, the author and whether the article has been peer-reviewed. In the Library, you can also View the Research Tutorials, Read the Library Handbook or Ask a Librarian for more information. The Center for Writing Excellence provides essential tools. WritePoint is a system to which you may submit a paper to be reviewed for grammar that spell-check on a computer may miss. Plagiarism Checker is a system in which you can submit a paper to be reviewed for plagiarism. Tutorials and Guides offer a variety of tools. Aside from tutorials, you can view samples, information, and handbooks. Whether you need to learn on a topic or simply brush up on your knowledge. Upholding Academic Honesty Review the Student Code of Academic Integrity from CWE in the University Library. Using someone else’s work in your own, whether intentionally or not without giving the original author proper credit, is plagiarism. This is considered to be academic dishonesty and can result in expulsion from the University, failing grade for the assignment or class, or suspension from the University. Self-plagiarism, fabrication, unauthorized assistance, copyright infringement, misrepresentation and collusion are also forms of academic dishonesty and can also result in corrective action. Always list your references and submit your papers to Plagiarism Checker before submitting the assignment. Setting and Achieving Goals It is important for every student to set long and short-term educational goals, as well as career goals. List what those goals are for you using the SMART technique. Each goal must be specific, measurable, attainable, realistic and timely. By setting specific steps to achieve your goals, you can make it easier to tackle obstacles as they may come. It is important to map out your goal in a way that you can see is attainable and realistic, so that you can measure your accomplishments every step of the way to reach your goal in the time you placed. When obstacles arise, re-evaluate your goal and adjust it where necessary. An Axia degree may be your goal, or a step-stone to your goal. Think of two long-term and short-term goals that will help you in your path to earning your degree. Then, think of one long-term goal in which your Axia college degree will benefit you. Managing Time Wisely Taking a look at your Course Syllabus ahead of time will help you map out how much time you will need to set aside for your courses during the week and when you can fit it into your schedule. Ensuring that you have time to complete assignments, submit them for review and submit them by the deadline. While taking two courses at Axia, weeks alternate between assignments and discussion questions. Each class is opposite to the other. Meaning that: while you have assignments due for one class; the other class is focusing on participation and vice versa. This makes your time between courses manageable. To juggle school, work and family responsibilities successfully, refer back to long-term and short-term goals. Prioritize your goals wisely. Utilize a planner to allocate your time realistically and efficiently. Make a time log of a typical day in your life. Identify activities that do not make good use of your time and think what you could have placed that time towards regarding your goals and priorities. This will avoid time-wasters and drive you towards your goals. Fostering Reading Comprehension and Retention Read in a distraction-free environment. Identify your reading purpose (pleasure, understanding, critically evaluation and/or practical application). Know your reading words per minute. Apply the SQ3R strategy to your reading routine will help to ensure you learn what you read. Surveying is your overview of what you are about to read. Look through the table of contents, titles and sub-titles of an article, read the preface of a book, and identify highlighted content such as words in italics or bold. At the end of the reading, look for a summary, bibliography and index. This will give you an idea of the reading’s content. Questioning is to ask yourself what you expect from the reading and what you wish to learn from it. Break it down into questions by chapter or section and look for your answers as you read. As you read, remember the titles and highlights from surveying. Look out for the key points and answers to your questions. Identify the main idea in each paragraph by highlighting, circling or taking notes. After each section, recite the answers to your questions and other key points you found by reading them over to yourself or out loud or re-writing them. This will help to review that all your questions were answered and help you retain the information. Review shortly after reading as well as every so often in the days to follow. Try summarizing the information by recalling the key points. Refer back to your notes or marked pages. Talking to someone about what you have learned or asking someone to quiz you is also an effective way to review. Applying Personality and Learning Styles It is important to continuously identify your learning style, strengths and weaknesses throughout your education as these may change circumstantially. This will help you make the most of your strengths and rise above your weaknesses. The Personality Spectrum based on Myer-Briggs Type Inventory by Katharine and Isabel Briggs names four personality types; Thinker, Organizer, Giver and Adventurer. Each personality type exhibits different characteristics such as the ability to solve problems, neatness, honesty and flexibility. Based on your personality type, certain study techniques will be more useful than others in your distance learning success. According to the Multiple Intelligences Theory by Professor Howard Gardner there are eight intelligences people have. Some are more developed than others in each individual. These are; verbal-linguistic, musical-rhythmic, logical-mathematical, visual-spatial, bodily-kinesthetic, interpersonal, intrapersonal and naturalistic. Depending on which intelligence you have developed more than others, you possess certain skills and abilities. Based on those, you can identify which study techniques work best for you. Once you recognize your less-developed intelligences, you can partake in activities to develop in that area. For example, if your naturalistic intelligence is under-developed, you could find out-door activities you might enjoy or learn more about nature. Understanding personality types and intelligences will help you to relate to people who have different degrees of development in intelligences and different personality types than yours. While working in groups, it may help to delegate who would do best in each area of the assignment. It may also help to understand others on a personal level realizing that we all have different thought processes and characteristics. How to cite Student Survival Guide, Essay examples