作者: Glycogen 時(shí)間: 2025-3-21 20:55
0302-9743 ment learning, sequence prediction, sequential decisions, classification learning, sampling, and semi-supervised learning.978-3-540-42536-6978-3-540-44795-5Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: hereditary 時(shí)間: 2025-3-22 02:31 作者: 暴發(fā)戶 時(shí)間: 2025-3-22 07:41
A Simple Approach to Ordinal Classificationh a decision tree learner we show that it outperforms the naive approach, which treats the class values as an unordered set. Compared to special-purpose algorithms for ordinal classification our method has the advantage that it can be applied without any modification to the underlying learning scheme.作者: 記憶 時(shí)間: 2025-3-22 09:07
Using Subclasses to Improve Classification Learningine”, “faulty lights”, etc..This hypothesis was corroborated using a number of ‘real-world’ multi-class data sets from the UCIMLrepository. Our empirical studies demonstrate the usefulness of the proposed research methodology using artificial data sets as an important methodological complement to using real-world datasets.作者: Contend 時(shí)間: 2025-3-22 13:49
Conference proceedings 2001 2001..The 50 revised full papers presented together with four invited contributions were carefully reviewed and selected from a total of 140 submissions. Among the topics covered are classifier systems, naive-Bayes classification, rule learning, decision tree-based classification, Web mining, equat作者: nutrition 時(shí)間: 2025-3-22 19:57 作者: 我說(shuō)不重要 時(shí)間: 2025-3-22 22:23
Learning While Exploring: Bridging the Gaps in the Eligibility Tracesl reward equal to its estimated cost of making the exploring move. This modification is compatible with existing exploration strategies, and is seen to work well when applied to a simple grid-world problem, even when always exploring completely at random.作者: NOVA 時(shí)間: 2025-3-23 04:11
An Axiomatic Approach to Feature Term Generalizations of the definition is given on the basis of the axiomatic foundation. An operational definition of the least general generalization of clauses based on Ψ-terms is also shown as a realization of the axiomatic definition.作者: 可行 時(shí)間: 2025-3-23 06:42 作者: 硬化 時(shí)間: 2025-3-23 09:45 作者: Electrolysis 時(shí)間: 2025-3-23 14:16 作者: Pelago 時(shí)間: 2025-3-23 20:33 作者: 注意 時(shí)間: 2025-3-23 23:36 作者: 嚴(yán)重傷害 時(shí)間: 2025-3-24 03:07
Estimating the Predictive Accuracy of a Classifiermate classifier performance with a high degree of confidence and gain knowledge about the classifier through the regression models generated. We exploit the results of the models to predict the ranking of the inducers. We also show that the best strategy for performance estimation is not necessarily the best one for ranking generation.作者: 小教堂 時(shí)間: 2025-3-24 08:42
A Reinforcement Learning Algorithm Applied to Simplified Two-Player Texas Hold’em Pokererent strategies, and simultaneously shift their probability distributions towards more successful actions. The algorithm is a special case of the lagging anchor algorithm, to appear in the journal .. We test the algorithm on a simplified, yet non-trivial, version of two-player Hold’em poker, with good results.作者: jarring 時(shí)間: 2025-3-24 12:15 作者: 隱藏 時(shí)間: 2025-3-24 15:22 作者: 彎彎曲曲 時(shí)間: 2025-3-24 19:25
Learning What People (Don’t) Wantt performs an automatic decomposition of user preferences. Our approach has several benefits, including highly accurate predictions, task-optimized model learning, mining of interest groups and patterns, as well as a highly efficient and scalable computation of predictions and recommendation lists.作者: moribund 時(shí)間: 2025-3-25 00:06 作者: fetter 時(shí)間: 2025-3-25 05:10
Lazy Induction of Descriptions for Relational Case-Based Learningadequate for domains where cases are best represented by relations among entities. LID is able to 1) define a ., a symbolic description of what is shared between a problem and precedent cases; and 2) assess the importance of the relations involved in a similitude term with respect to the purpose of 作者: Blatant 時(shí)間: 2025-3-25 08:19 作者: 陪審團(tuán)每個(gè)人 時(shí)間: 2025-3-25 11:58 作者: 沖突 時(shí)間: 2025-3-25 19:53 作者: epidermis 時(shí)間: 2025-3-25 21:21
Wrapping Web Information Providers by Transducer Inductiont relevant information from HTML responses and to annotate it with userdefined labels. A number of approaches exploit the methods of machine learning to induce instances of certain wrapper classes, by assuming the tabular structure of HTML responses and by observing the regularity of extracted fragm作者: CBC471 時(shí)間: 2025-3-26 03:23 作者: 在駕駛 時(shí)間: 2025-3-26 06:48 作者: Precursor 時(shí)間: 2025-3-26 12:25
Speeding Up Relational Reinforcement Learning through the Use of an Incremental First Order Decisionle the learning system to exploit structural knowledge about the application domain..This paper discusses an improvement of the original RRL. We introduce a fully incremental first order decision tree learning algorithm TG and integrate this algorithm in the RRL system to form RRL-TG. We demonstrate作者: Anthropoid 時(shí)間: 2025-3-26 14:19
Analysis of the Performance of AdaBoost.M2 for the Simulated Digit-Recognition-Examplecognition example, a simulated data set with attribute noise. Although the final model is both simple and complex enough, boosting fails to reach the Bayes error. A detailed analysis shows some characteristics of the boosting trials which influence the lack of fit.作者: 冥想后 時(shí)間: 2025-3-26 16:55
Iterative Double Clustering for Unsupervised and Semi-supervised Learningnim and Tishby that exhibited impressive performance on text categorization tasks [1]. Using synthetically gener ated data we empirically demonstrate that whenever the DC procedure is successful in recovering some of the structure hidden in the data, the extended IDC procedure can incrementally comp作者: NOTCH 時(shí)間: 2025-3-26 22:52 作者: 引水渠 時(shí)間: 2025-3-27 02:04 作者: 暗語(yǔ) 時(shí)間: 2025-3-27 08:48
Fitness Distance Correlation of Neural Network Error Surfaces: A Scalable, Continuous Optimization Pugh the use of a student-teacher learning paradigm, the error surfaces of several neural networks are examined using so-called fitness distance correlation, which has previously been applied to discrete, combinatorial optimization problems. The results suggest that the neural network training tasks 作者: Arrhythmia 時(shí)間: 2025-3-27 11:32 作者: 步兵 時(shí)間: 2025-3-27 15:15 作者: 收集 時(shí)間: 2025-3-27 20:20 作者: GLEAN 時(shí)間: 2025-3-27 22:11
Using Subclasses to Improve Classification Learningnd weaknesses of machine learning algorithms. Simulated data sets allow much better control and understanding of the nature of the learning problem than empirical benchmark data sets..To demonstrate the value of our proposed research methodology, we describe in this paper the results of our studies 作者: 友好 時(shí)間: 2025-3-28 05:54
Learning What People (Don’t) Wantor documents. In this paper, we present a probabilistic, model-based framework for user ratings based on a novel collaborative filtering technique that performs an automatic decomposition of user preferences. Our approach has several benefits, including highly accurate predictions, task-optimized mo作者: phase-2-enzyme 時(shí)間: 2025-3-28 09:08 作者: 富饒 時(shí)間: 2025-3-28 11:51
Fredrik A. Dahlnal relevance of Chinese cultural resources in the 21st cent.This book provides a comprehensive examination of the socio-cultural and political context of modern China in terms of its interaction with America and the West, focusing on the influence of the well-known Chinese writer and intellectual L作者: 爆炸 時(shí)間: 2025-3-28 16:40 作者: 令人心醉 時(shí)間: 2025-3-28 22:13 作者: 意見(jiàn)一致 時(shí)間: 2025-3-28 23:04
Ran El-Yaniv,Oren Souroujon strong opposition to the war, especially in the lower Midwest. Antiwar Democrats, who were strict constructionists on the Constitution, objected to nearly everything Abraham Lincoln did to wage war: raising troops, suspending habeas corpus, ordering a blockade of Southern ports, and virtually decla作者: Nebulizer 時(shí)間: 2025-3-29 05:29 作者: 不能仁慈 時(shí)間: 2025-3-29 09:22 作者: Endoscope 時(shí)間: 2025-3-29 14:23 作者: 哄騙 時(shí)間: 2025-3-29 17:43
Jean-Gabriel Ganasciaamong the most beautifulexamples of interdisciplinary science, where workin onearea induces fruitful ideas and results in other areas. Lsystemsare based on relational and set-theoretic concepts,which are more suitable for the discrete and combinatorialstructures of biology than mathematicalmodels ba作者: 泄露 時(shí)間: 2025-3-29 21:17
Ashutosh Garg,Dan Rothved to be among the most beautifulexamples of interdisciplinary science, where workin onearea induces fruitful ideas and results in other areas. Lsystemsare based on relational and set-theoretic concepts,which are more suitable for the discrete and combinatorialstructures of biology than mathematica作者: 粗野 時(shí)間: 2025-3-30 01:29 作者: sparse 時(shí)間: 2025-3-30 07:38
Achim Hoffmann,Rex Kwok,Paul Comptonved to be among the most beautifulexamples of interdisciplinary science, where workin onearea induces fruitful ideas and results in other areas. Lsystemsare based on relational and set-theoretic concepts,which are more suitable for the discrete and combinatorialstructures of biology than mathematica作者: 無(wú)可爭(zhēng)辯 時(shí)間: 2025-3-30 08:55
Thomas Hofmann ment. The notion promptly attracted the attention of computer scientists, who investigated 1-systems from the viewpoint of formal language theory. This theoretical line of research was pursued very actively in the seventies, resulting in over one thousand publications. A different research directio作者: 愛(ài)國(guó)者 時(shí)間: 2025-3-30 13:39 作者: Desert 時(shí)間: 2025-3-30 16:42 作者: V切開(kāi) 時(shí)間: 2025-3-30 21:34 作者: limber 時(shí)間: 2025-3-31 03:33
Tapio Elomaa,Matti K??ri?inen to govern, especially in light of what Lincoln faced. In this regard, we must consider two complex facets of that which he faced. First, the Constitution, especially Article II, creating “the office of President of the United States,” defined both resources facilitating and constraints complicating作者: conscience 時(shí)間: 2025-3-31 07:20
Eibe Frank,Mark Hallnexpected infl ation of the US dollar sharpened the global debt problem. At the beginning of the summer of 1982, the Falkland crisis and the related inability of Argentina to make debt payments were the forerunners of an international debt crisis. Mexico’s declaration of a moratorium on its interest作者: CURT 時(shí)間: 2025-3-31 11:37 作者: exercise 時(shí)間: 2025-3-31 16:22 作者: CLAIM 時(shí)間: 2025-3-31 18:51
