標(biāo)題: Titlebook: Machine Learning for Practical Decision Making; A Multidisciplinary Christo El Morr,Manar Jammal,Walid EI-Hallak Textbook 2022 The Editor( [打印本頁] 作者: Addendum 時(shí)間: 2025-3-21 18:07
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書目名稱Machine Learning for Practical Decision Making讀者反饋學(xué)科排名
作者: 繼承人 時(shí)間: 2025-3-21 21:21 作者: 其他 時(shí)間: 2025-3-22 04:16
Boosting and Stacking,The ensemble technique relies on an aggregate of models’ output to provide a better prediction. Other than voting and bagging, we can use boosting and stacking.作者: FAST 時(shí)間: 2025-3-22 07:36
Decision Trees, label the instance as belonging to a class. The decision tree is our first approach to solve classification problems. However, decision trees can perform regression too, hence their name classification and regression trees (CART). The random forests that we will encounter in a later chapter are powerful variations of CART.作者: 聯(lián)想記憶 時(shí)間: 2025-3-22 12:16
,Na?ve Bayes,uld be a yes or no with certainty. The situation with Bayesian modeling for decision-making is different—it estimates the probability that an instance belongs to a certain class, which is more nuanced [1].作者: 泄露 時(shí)間: 2025-3-22 13:19
Neural Networks,simply neural networks, are effective in solving complex problems, i.e., in modeling complex nonlinear functions. ANN. model the functioning of the brain’s neurons; ANN can be trained to “l(fā)earn” how to recognize patterns and classify data [1].作者: chuckle 時(shí)間: 2025-3-22 17:10 作者: Urea508 時(shí)間: 2025-3-23 00:41 作者: 細(xì)微差別 時(shí)間: 2025-3-23 04:33 作者: Anguish 時(shí)間: 2025-3-23 07:07 作者: 壁畫 時(shí)間: 2025-3-23 13:22 作者: Promotion 時(shí)間: 2025-3-23 15:02
International Series in Operations Research & Management Sciencehttp://image.papertrans.cn/m/image/620648.jpg作者: extrovert 時(shí)間: 2025-3-23 19:23
of legislation which came into force in October 2000, has the effect of incorporating many of the provisions of the European Convention of Human Rights into English law. Whilst it is the case that the courts are not empowered to strike down primary legislation, they may issue what is known as “decl作者: 極肥胖 時(shí)間: 2025-3-23 23:23 作者: crumble 時(shí)間: 2025-3-24 04:11
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallak of legislation which came into force in October 2000, has the effect of incorporating many of the provisions of the European Convention of Human Rights into English law. Whilst it is the case that the courts are not empowered to strike down primary legislation, they may issue what is known as “decl作者: AVANT 時(shí)間: 2025-3-24 07:15
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallakaeta and coordinated by one of the editors. For each part, we had the advice of another colleague of Federico linked to that particular subject, who also contributed with a short survey. The ?rst part, coordinated by E. Arrondo with the advice of R.M.作者: CRACY 時(shí)間: 2025-3-24 14:06
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallak give a negative answer to this question with a class of counterexamples for codimension two subschemes of projective n-space..On the other hand, we show that there . even liaison classes of non-ACM curves in projective 3-space for which every element admits a sequence of minimal links leading to a 作者: BIAS 時(shí)間: 2025-3-24 17:50 作者: circumvent 時(shí)間: 2025-3-24 21:53 作者: DEVIL 時(shí)間: 2025-3-25 02:53
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallakaeta and coordinated by one of the editors. For each part, we had the advice of another colleague of Federico linked to that particular subject, who also contributed with a short survey. The ?rst part, coordinated by E. Arrondo with the advice of R.M.作者: 羊齒 時(shí)間: 2025-3-25 05:03
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallakaeta and coordinated by one of the editors. For each part, we had the advice of another colleague of Federico linked to that particular subject, who also contributed with a short survey. The ?rst part, coordinated by E. Arrondo with the advice of R.M.作者: opalescence 時(shí)間: 2025-3-25 10:19
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallakeventy, a woman of great size and strength, with big square jaws like a man, high cheekbones, red complexion and wistful blue eyes that always seemed to be in mourning about something. She made a wedge of a corner of the little black shawl that was tied around her neck and cleaned out her right ear 作者: fluoroscopy 時(shí)間: 2025-3-25 13:03 作者: 形容詞詞尾 時(shí)間: 2025-3-25 19:53
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallak作者: hereditary 時(shí)間: 2025-3-25 21:22
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallak作者: 注意力集中 時(shí)間: 2025-3-26 03:35 作者: Heresy 時(shí)間: 2025-3-26 07:49 作者: 羽飾 時(shí)間: 2025-3-26 10:59
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallak作者: apropos 時(shí)間: 2025-3-26 13:49 作者: Cardiac 時(shí)間: 2025-3-26 20:52 作者: 吞噬 時(shí)間: 2025-3-27 00:28 作者: modish 時(shí)間: 2025-3-27 02:37 作者: Insulin 時(shí)間: 2025-3-27 07:03 作者: Gossamer 時(shí)間: 2025-3-27 11:31 作者: 無瑕疵 時(shí)間: 2025-3-27 14:56 作者: STYX 時(shí)間: 2025-3-27 17:59 作者: 值得尊敬 時(shí)間: 2025-3-28 01:29 作者: OMIT 時(shí)間: 2025-3-28 02:45
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallak on which he published several key papers. After many years abroad he came back to Spain in the 1980s. He spent his last period as a professor at Universidad Complutense de Madrid. In gratitude to him, some of his personal and mathematically close persons during this last station, all of whom bene?t作者: CAJ 時(shí)間: 2025-3-28 08:56 作者: CRP743 時(shí)間: 2025-3-28 13:46
Christo El Morr,Manar Jammal,Hossam Ali-Hassan,Walid El-Hallaked petticoats formed the only patch of colour among the grey crags about them and behind them. In front of them stretched the sea, blue and calm. It sparkled far out where the sun was shining on it. The sky was blue and empty and the winds were silent. The only noise came from the sea, near the shor作者: BARK 時(shí)間: 2025-3-28 14:44
Introduction to Machine Learning,prosperous and more accurate insights with software that learns from experience and adapts automatically to match the needs of its tasks [1]. Formerly, the programmer decided how the system would work by manually writing the code. Today, we do not write programs but rather collect data consisting of作者: 嘴唇可修剪 時(shí)間: 2025-3-28 22:40
Statistics,ive statistics and inferential statistics. Descriptive statistics involve collecting, organizing, and summarizing a given dataset, whereas inferential statistics relate to concluding a population from the results obtained in a sample. In the following chapter, we will give an overview of some common作者: Blood-Clot 時(shí)間: 2025-3-29 00:46
Overview of Machine Learning Algorithms,, processed, and analyzed. Well-defined knowledge can be represented in an accurate manner, such as a mathematical formula or a certain set of rules [1]. Knowledge can also be modeled, where a model permits us to explain reality, classify objects, and predict a value (or if an event will occur) know作者: Critical 時(shí)間: 2025-3-29 03:54
Data Preprocessing,on [1]. It is an important step before processing and usually entails reformatting, adjusting, and integrating datasets to improve the information contained within them. Even though data preprocessing can be an onerous task, it is necessary as a precondition for putting data into context and reducin作者: carbohydrate 時(shí)間: 2025-3-29 09:07 作者: Agronomy 時(shí)間: 2025-3-29 13:05 作者: expunge 時(shí)間: 2025-3-29 19:17
Logistic Regression,odeling technique for binary outcomes (i.e., yes/no, true/false, 1/0). Such outcomes are needed in many domains: public health officials might want to know the likelihood that a person will contract COVID-19 if she is a doctor in Ontario; a hospital would like to know if a discharged patient is more作者: 善辯 時(shí)間: 2025-3-29 21:21
Decision Trees, label the instance as belonging to a class. The decision tree is our first approach to solve classification problems. However, decision trees can perform regression too, hence their name classification and regression trees (CART). The random forests that we will encounter in a later chapter are pow作者: 碌碌之人 時(shí)間: 2025-3-30 00:06 作者: 表示向下 時(shí)間: 2025-3-30 04:45 作者: Motilin 時(shí)間: 2025-3-30 09:12
Support Vector Machine, their effectiveness in a high-dimensional space and in cases where the number of dimensions is higher than the number of instances in the dataset, and (2) their low use of memory and hence their memory efficiency.作者: intelligible 時(shí)間: 2025-3-30 16:12
Voting and Bagging,e will introduce the ensemble technique and cover two ways in which to organize an ensemble (literally, a set) of machine learning methods called voting and bagging [2] and one algorithm to perform bagging called random forest [1, 3]. The other two ways to organize the ensemble methods are called bo作者: NEG 時(shí)間: 2025-3-30 17:03 作者: nonplus 時(shí)間: 2025-3-30 22:10
Textbook 2022cience or computer science. It explains ML using simple language and a straightforward approach guided by real-world examples in areas such as health informatics, information technology, and business analytics.?The book will help readers understand the various key algorithms, major software tools, a作者: 瑣碎 時(shí)間: 2025-3-31 02:53
0884-8289 allows the reader to acquire a set of practical machine lea.This book provides a hands-on introduction to Machine Learning (ML) from a multidisciplinary perspective?that does not require?a background in data science or computer science. It explains ML using simple language and a straightforward app作者: 瘋狂 時(shí)間: 2025-3-31 06:14
