標(biāo)題: Titlebook: Decision Trees with Hypotheses; Mohammad Azad,Igor Chikalov,Beata Zielosko Book 2022 The Editor(s) (if applicable) and The Author(s), unde [打印本頁(yè)] 作者: grateful 時(shí)間: 2025-3-21 17:55
書(shū)目名稱Decision Trees with Hypotheses影響因子(影響力)
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書(shū)目名稱Decision Trees with Hypotheses讀者反饋學(xué)科排名
作者: 使?jié)M足 時(shí)間: 2025-3-21 20:30
Building Better Input RepresentationsIn this chapter, we consider main notions for Part I: decision tables and uncertainty measures, decision trees, and decision rules derived from decision trees.作者: 表被動(dòng) 時(shí)間: 2025-3-22 03:42
Introduction,In this chapter, we discuss main goals of the book, two its parts, prospects of using decision trees with hypotheses, and the use of book.作者: 鍍金 時(shí)間: 2025-3-22 06:07 作者: 厚顏 時(shí)間: 2025-3-22 10:35 作者: 忘恩負(fù)義的人 時(shí)間: 2025-3-22 15:41 作者: 忘恩負(fù)義的人 時(shí)間: 2025-3-22 17:13
Mohammad Azad,Igor Chikalov,Beata ZieloskoPresents the concept of a hypothesis about the values of all attributes.Provides tools for the experimental and theoretical study of decision trees with hypotheses.Compares these decision trees with c作者: left-ventricle 時(shí)間: 2025-3-22 21:23 作者: 進(jìn)入 時(shí)間: 2025-3-23 02:02
Dynamic Programming Algorithms for?Minimization of?Decision Tree Complexitycomputer experiments on various data sets from the UCI ML Repository and randomly generated Boolean functions. Decision trees with hypotheses, generally, have less complexity than conventional decision trees, i.e., they are more understandable and more suitable as a means for knowledge representation.作者: tattle 時(shí)間: 2025-3-23 06:17
Greedy Algorithms for Construction of Decision Trees with Hypotheses the results of computer experiments on various data sets and randomly generated Boolean functions. We also study the length and coverage of decision rules derived from the decision trees constructed by greedy algorithms.作者: Intersect 時(shí)間: 2025-3-23 12:22
Decision Trees with?Hypotheses for?Recognition of?Monotone Boolean Functions and?for?Sortingt elements from linearly ordered set, .. For each of these problems, we compare the complexity of five types of optimal (relative to the depth or the number of realizable nodes) decision trees. We also study the complexity of decision trees constructed by greedy algorithms and analyze the length of decision rules derived from these trees.作者: 集聚成團(tuán) 時(shí)間: 2025-3-23 17:29 作者: 儲(chǔ)備 時(shí)間: 2025-3-23 19:00 作者: 平淡而無(wú)味 時(shí)間: 2025-3-24 00:09
https://doi.org/10.1007/978-3-030-36721-3 the results of computer experiments on various data sets and randomly generated Boolean functions. We also study the length and coverage of decision rules derived from the decision trees constructed by greedy algorithms.作者: RADE 時(shí)間: 2025-3-24 05:08 作者: 懲罰 時(shí)間: 2025-3-24 08:30
https://doi.org/10.1007/978-3-030-36721-3 which consists of an infinite set of elements and an infinite set of two-valued functions (attributes) defined on the set of elements. We consider the notion of a problem over information system, which is described by a finite number of attributes: for a given element, we should recognize values of作者: expound 時(shí)間: 2025-3-24 11:05
https://doi.org/10.1007/978-3-030-14524-8 which consists of an infinite set of elements and an infinite set of two-valued functions (attributes) defined on the set of elements. We consider the notion of a problem over information system, which is described by a finite number of attributes: for a given element, we should recognize values of作者: 紋章 時(shí)間: 2025-3-24 18:07
Kamilya Smagulova,Alex Pappachen James consists of an infinite set of elements and an infinite set of subsets of this set called concepts. We consider the notion of a problem over a family of concepts that is described by a finite number of elements: for a given concept, we should recognize which of the elements under consideration belo作者: 高爾夫 時(shí)間: 2025-3-24 20:15 作者: 填滿 時(shí)間: 2025-3-24 23:41
Deep Learning Approaches to Text Productioncomputer experiments on various data sets from the UCI ML Repository and randomly generated Boolean functions. Decision trees with hypotheses, generally, have less complexity than conventional decision trees, i.e., they are more understandable and more suitable as a means for knowledge representation.作者: 觀點(diǎn) 時(shí)間: 2025-3-25 04:57 作者: GUILT 時(shí)間: 2025-3-25 08:12 作者: 赦免 時(shí)間: 2025-3-25 14:12 作者: 注意到 時(shí)間: 2025-3-25 19:06
https://doi.org/10.1007/978-3-030-36721-3logarithm or linearly, and the minimum depth of decision trees of types 2 and 3 either is bounded from above by a constant or grows as a logarithm, or linearly. Based on these results, we divide the set of all infinite binary information systems into four complexity classes.作者: BABY 時(shí)間: 2025-3-25 21:12
https://doi.org/10.1007/978-3-030-14524-8is bounded from above by a constant or grows as a logarithm, or linearly. Based on these results and results obtained in Chap. . for attributes and arbitrary hypotheses, we divide the set of all infinite binary information systems into seven complexity classes.作者: Hla461 時(shí)間: 2025-3-26 03:10 作者: 寄生蟲(chóng) 時(shí)間: 2025-3-26 04:36
Infinite Binary Information Systems. Decision Trees of?Types 1, 2, and?3logarithm or linearly, and the minimum depth of decision trees of types 2 and 3 either is bounded from above by a constant or grows as a logarithm, or linearly. Based on these results, we divide the set of all infinite binary information systems into four complexity classes.作者: Enthralling 時(shí)間: 2025-3-26 12:02 作者: 離開(kāi)真充足 時(shí)間: 2025-3-26 12:42 作者: Collected 時(shí)間: 2025-3-26 18:20 作者: sphincter 時(shí)間: 2025-3-27 00:21
Dynamic Programming Algorithms for?Minimization of?Decision Tree Complexitycomputer experiments on various data sets from the UCI ML Repository and randomly generated Boolean functions. Decision trees with hypotheses, generally, have less complexity than conventional decision trees, i.e., they are more understandable and more suitable as a means for knowledge representatio作者: ticlopidine 時(shí)間: 2025-3-27 01:17
Construction of?Optimal Decision Trees and?Deriving Decision Rules from?Themumber of working (nonterminal) nodes. We make computer experiments on various data sets from the UCI Machine Learning Repository and randomly generated Boolean functions to compare the length and coverage of decision rules derived from different kinds of optimal decision trees. The obtained results 作者: 欄桿 時(shí)間: 2025-3-27 05:55 作者: 顯微鏡 時(shí)間: 2025-3-27 12:25
Decision Trees with?Hypotheses for?Recognition of?Monotone Boolean Functions and?for?Sortingt elements from linearly ordered set, .. For each of these problems, we compare the complexity of five types of optimal (relative to the depth or the number of realizable nodes) decision trees. We also study the complexity of decision trees constructed by greedy algorithms and analyze the length of 作者: Abrade 時(shí)間: 2025-3-27 14:12
Infinite Binary Information Systems. Decision Trees of?Types 1, 2, and?3 which consists of an infinite set of elements and an infinite set of two-valued functions (attributes) defined on the set of elements. We consider the notion of a problem over information system, which is described by a finite number of attributes: for a given element, we should recognize values of作者: 焦慮 時(shí)間: 2025-3-27 19:08 作者: 分離 時(shí)間: 2025-3-27 22:52 作者: Psa617 時(shí)間: 2025-3-28 02:49
Construction of?Optimal Decision Trees and?Deriving Decision Rules from?Themd Boolean functions to compare the length and coverage of decision rules derived from different kinds of optimal decision trees. The obtained results show that the decision rules derived from optimal decision trees with hypotheses in many cases are better than the rules derived from optimal conventional decision trees.作者: 沒(méi)有希望 時(shí)間: 2025-3-28 09:46 作者: cancellous-bone 時(shí)間: 2025-3-28 12:43 作者: 吞下 時(shí)間: 2025-3-28 17:26 作者: countenance 時(shí)間: 2025-3-28 21:11 作者: 動(dòng)機(jī) 時(shí)間: 2025-3-28 23:03
978-3-8350-0129-9Gabler Verlag | Springer Fachmedien Wiesbaden GmbH, Wiesbaden 2006作者: Opponent 時(shí)間: 2025-3-29 05:48
Recurrence Relations and Identities for Order Statistics,tudied the distribution of the difference of two successive order statistics. The moments of order statistics did, subsequently, assume considerable importance in the statistical literature and have been numerically tabulated extensively for several distributions. For example, one can refer to Harte作者: 革新 時(shí)間: 2025-3-29 08:01
