决策树归纳是归纳学习的一种。
Decision tree induction is a kind of the induction learning.
树的简化是决策树归纳学习中关键的部分。
Simplifying trees is the key part of decision tree induction learning.
复杂结构归纳学习的需求近年来快速增长。
The need of inductive learning of complex structure grows rapidly recently.
决策树是数据挖掘和归纳学习的重要方法。
Decision tree is an important method for data mining as well as induction learning.
著重在归纳学习、推断及知识表现的问题探讨。
Emphasizes questions of inductive learning and inference, and the representation of knowledge.
对象信息的不完备性是从实例中归纳学习的最大障碍。
The incompleteness of information about objects may be the greatest obstacle to performing inductive learning from examples.
针对传统归纳学习的困难，提出一种新的逆演绎的学习算法。
This paper proposes a new algorithm called LAID(learning algorithm as inverse deduction) considering the difficulty of traditional induction learning.
然后通过对训练语料的归纳学习，获得作为系统知识的词性转移表。
As system knowledge, the Part of Speech Transfer-Form can be obtained by inductive learning of training corpus.
本文基于粗集理论，针对知识表达系统提出了一种新的归纳学习方法。
In the paper, we make a new inductive learning approach to knowledge representation system based on rough set theory.
介绍了机器学习技术和学习数据组织方法，包括归纳学习和推理学习。
The learning data organization technique, including inductive and deductive learning is introduced.
文摘：数据发现是机器学习中的归纳学习法，适用于定量数据的处理。
Abstract: The method of data discovery is discussed, and it is used to data processing of geochemistry.
决策树是归纳学习和数据挖掘的重要方法，通常用来形成分类器和预测模型。
Decision tree is an important method in induction learning as well as in data mining, which can be used to form classification and predictive model.
在对归纳学习理论深入研究的基础上，将规则学习算法应用到入侵检测建模中。
Based on the in-deep research on inductive learning theory, a rule learning algorithm is applied in building the intrusion detection model.
我本人更喜欢归纳方式，所以我把这本书也组织成与归纳学习法相适合的结构。
I personally prefer an inductive approach, and I've organized this book to suit that style of learning.
介绍了归纳学习中的决策树学习算法如id3、C4.5和特征子集选择问题。
And it introduces some algorithms of decision tree learning such as ID3, C4.5 and feature subset selection of Inductive learning.
更为形式化地表示，即从许多用例A和B进行归纳学习得到一个一般性规则R。
To make it more formal, induction learns a general rule R (concerning A and B) from numerous examples of A and B.
该方法是从原始审计记录中归纳学习分类规则并利用这些规则建立入侵检测模型。
Classfication rules are inductively learned from audit records and used as intrusion detection models.
实际问题中经常涉及连续的数值属性，然而许多归纳学习算法却是针对离散属性空间的。
The continuous attribute problems are often encountered in the real world, but many outstanding inductive learning algorithms are mainly based on a discrete feature space.
基于ID 3算法的决策树归纳学习是归纳学习的一个重要分支，可用于知识的自动获取过程。
Induction learning of decision tree based on ID3 algorithm is an important branch of inductive learning now, which can be used to automatic acquisition of knowledge.
该文根据自相关函数与谱密度函数之间的对应关系，提出了一种新的基于自相关函数的决策树归纳学习算法。
According to the relationship between auto correlation function and its spectral density, a new type of decision tree method based on signal analysis theory is proposed in this paper.
在这个过程中，应用了决策树归纳学习的优化原则，使得生成的决策树能最简洁、准确地描述神经网络学到的知识。
In the process of constructing tree, three optimization principles are adopted to concisely and accurately describe the knowledge that the networks have learned.
详细介绍了数据挖掘技术的常用方法，包括模糊理论、粗糙集理论、云理论、证据理论、人工神经网络、遗传算法以及归纳学习。
Mostly used methods are introduced in detail, including fuzzy method, rough sets theory, cloud theory, evidence theory, artificial neural networks, genetic algorithms and induction learning.
在学习怎样评价归纳推广时，你可以把你学过的，其他归纳推广类型应用于其中。
So in learning how to evaluate inductive generalization you can apply everything you've learned to other types of inductive generalization.
到目前为止，众多有关机器学习的文章中一个重要的主题是利用算法对训练数据进行总结归纳，而不是简单的记忆。
So far, a major theme in these machine learning articles has been having algorithms generalize from the training data rather than simply memorizing it.
所以考生应该根据不同学科的不同特点，善于归纳总结，采用不同的学习方法，进行知识得掌握。
Therefore, candidates should be based on the different characteristics of different disciplines, good at summing up, using different learning methods, knowledge must be mastered.
因此，笔者将这些问题归纳整理，以期对大家的学习有所裨益。
Therefore, the author reorganizes these question induction, has a benefit by the time to everybody's study.
考生在学习上要制定合理的计划，要根据不同学科间的特点，善于归纳总结，采用不同的学习方法进行知识的掌握。
Candidates sin the study to develop a reasonable plan, according to the characteristics of different subjects, good at summing up, using different learning methods for knowledge.
然而事实上，我们在学习这些科目时，同时也学会仔细聆听、从聆听中即时归纳整理出条理层次分明的笔记；
However, we were in fact learning how to listen attentively and to make well-organised notes out of that attention, when we were learning about those subjects.
然而事实上，我们在学习这些科目时，同时也学会仔细聆听、从聆听中即时归纳整理出条理层次分明的笔记；
However, we were in fact learning how to listen attentively and to make well-organised notes out of that attention, when we were learning about those subjects.
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