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Machine Learning With Random Forests And Decision Trees
9 个回复 - 3139 次查看 Topics Covered The topics covered in this book are [*]An overview of decision trees and random forests [*]A manual example of how a human would classify a data ...2017-10-19 12:15 - franky_sas - Forum
【2015新】Data Mining With Decision Trees: Theory and Applications
187 个回复 - 22312 次查看名称:Data Mining With Decision Trees: Theory and Applications (2nd Edition)[/backcolor] 作者:Lior Rokach, Oded Maimon 出版社:World Scientific Publishing Company 页数:380 出版时间:2015 ...2014-11-13 17:39 - 牛尾巴 - 数据分析与数据挖掘
【图】Decision Trees for Analytics Using SAS Enterprise Miner 2013版
6 个回复 - 3096 次查看 Decision Trees for Analytics Using SAS(R) Enterprise Miner(TM) 论坛首发 Amazon链接:http://www.amazon.com/Decision-T ... rise+Miner%E2%84%A2 Book Download:Example Code and Data:[/backcol ...2015-12-25 22:05 - ldh3 - SAS专版
联合利华品类管理核心陈列图:附最关键的decision Tree
27 个回复 - 9605 次查看 这个附件主要适合那些和我一样在外企做品类管理的人 可以学学联合利华画陈列图的一些逻辑 如果也是做洗化的可以直接把那个decision tree拿来用 大家如果也在画这个图可以一起交流2010-4-13 09:57 - ottotan - 市场营销
Copulas-Based Approach to Modeling Dependence in Decision Trees
2 个回复 - 444 次查看 【作者(必填)】Tianyang Wang[/backcolor] , [/backcolor]James S. Dyer[/backcolor] 【文题(必填)】A Copulas-Based Approach to Modeling Dependence in Decision Trees 【年份(必填)】2019 【全文链接 ...2020-4-29 10:24 - 黑暗的造访 - 求助成功区
(免费赠送)SAS EM 中预测模型的资料(Decision Tree、Logistic Regression等)
131 个回复 - 28279 次查看 批量上传一些SAS中的预测模型建模的Book,希望对学习用SAS做数据挖掘的朋友有用!2010-2-4 08:25 - zcxdxq - 商业数据分析
Decision Trees and Random Forests
33 个回复 - 1822 次查看 December 20, 2017 | English | azw3 | ISBN-10: 1549893750 | 160 Page If you want to learn how decision trees and random forests work, plus create your own, this visual book is for you. The fact ...2018-4-20 22:59 - igs816 - 经管书评
PROBABILISTIC APPROACHES:SCENARIO ANALYSIS, DECISION TREES AND SIMULATIONS
1 个回复 - 854 次查看 PROBABILISTIC APPROACHES:SCENARIO ANALYSIS, DECISION TREES AND SIMULATIONS 61 Pages2018-12-20 17:06 - zlghs - 金融学(理论版)
Decision Tree and Ensemble Learning Based on Ant Colony Optimization
8 个回复 - 432 次查看 English | PDF | 2018 (2019 Edition) | 165 Pages | ISBN : 3319937510 This book not only discusses the important topics in the area of machine learning and combinatorial optimization, it also combine ...2018-10-19 13:52 - igs816 - 经管书评
[Julia Package]DecisionTree.jl
8 个回复 - 1148 次查看 **** 本内容被作者隐藏 ****2018-9-9 01:23 - Nicolle - winbugs及其他软件专版
大数据——决策树(decision tree
2 个回复 - 671 次查看 大数据————决策树(decision tree)决策树(decision tree):是一种基本的分类与回归方法,主要讨论分类的决策树。在分类问题中,表示基于特征对实例进行分类的过程,可以认为是if-then的集合,也可以认为是定义 ...2022-10-20 10:00 - 张杰2026 - 人工智能论文版
DecisionTreeRegressor重要参数、接口、属性能详细的说明下吗?
0 个回复 - 235 次查看 重要参数: criterion 回归树衡量分枝质量的指标,支持的标准有三种:1 )输入 "mse" 使用均方误差 mean squared error(MSE) ,父节点和叶子节点之间的均方误差的差额将被用来作为特征选择的标准,这种方法通过使用 ...2022-11-15 09:36 - 我是小趴菜 - 数据分析与数据挖掘
Machine Learning With Random Forests And Decision Trees
5 个回复 - 1870 次查看 https://www.amazon.com/Machine-Learning-Random-Forests-Decision-ebook/dp/B01JBL8YVK/ref=sr_1_25?s=books&ie=UTF8&qid=1474124573&sr=1-25&keywords=Data+Mining2016-9-17 23:05 - Nicolle - winbugs及其他软件专版
Stock market trading rule discovery using two-layer bias decision tree
0 个回复 - 197 次查看 【作者(必填)】Jar-long Wang and Shu-hui Chan[/backcolor] 【文题(必填)】Stock market trading rule dis-covery using two-layer bias decision tree[/backcolor] 【年份(必填)】2006[/backcolor] 【全文 ...2021-1-29 16:16 - amitds123 - 文献求助专区
求助A gradient-boosting decision-tree approach
0 个回复 - 747 次查看 1 论文标题 A gradient-boosting decision-tree approach for firm failure prediction: an empirical model evaluation of Chinese listed companies 2 作者信息 Liu, Jiaming Wu, Chong 3 出处和链接(比 ...2021-1-24 18:51 - xvy892017 - 论文版
【学习笔记】机器学习——决策树 决策树(decision tree)是一种基本的分类与回 ...
1 个回复 - 965 次查看 机器学习——决策树 决策树(decision tree)是一种基本的分类与回归方法 决策树由结点(node)和有向边(directed edge)组成 结点类型:根结点(root node),内部结点(internal node)和叶结 点(leaf node) 决策树:可以 ...2020-8-26 18:46 - 于家崎 - Forum
【学习笔记】8.21打卡 GBDT GBDT(Gradient Boosting Decision Tree)又叫MAR ...
1 个回复 - 672 次查看 8.21打卡 GBDT GBDT(Gradient Boosting Decision Tree)又叫MART(Multiple Additive Regression Tree),是一种迭代的决策树算法,该算法由多颗决策数树组成,所有树的结论累加起来做最终答案。GBDT中的树是回归树 ...2020-8-21 23:57 - 田JL - Forum
【学习笔记】Import graphviz clf=tree.DecisionTreeClassifier() clf=clf. ...
0 个回复 - 389 次查看 Import graphviz clf=tree.DecisionTreeClassifier() clf=clf.fit(x,y) LableEncoder()2020-6-18 23:24 - anranhui - Forum
【学习笔记】Decision tree
0 个回复 - 314 次查看 Decision tree2019-12-23 22:07 - 2636_1573911012 - Forum
【学习笔记】decision tree
1 个回复 - 354 次查看 decision tree2019-12-11 20:49 - chenzhao1024 - Forum
【学习笔记】决策树(Decision Tree)是一种非参数的有监督学习方法,它能够从 ...
1 个回复 - 1167 次查看 决策树(Decision Tree)是一种非参数的有监督学习方法,它能够从一系列有特征和标签的数据中总结出决策规则,并用树状图的结构来呈现这些规则,以解决分类和回归问题。2019-11-20 19:20 - Pluto.° - Forum
【学习笔记】# 实例化决策树API clf = DecisionTreeClassifier() # 训练模型 ...
3 个回复 - 922 次查看 # 实例化决策树API clf = DecisionTreeClassifier() # 训练模型 clf.fit(X_train , y_train) # 用建立好的模型, 去查看在训练集上的分数 clf.score(X_train , y_train) # 模型在测试数据集上面的准确率 clf.score(X_ ...2019-9-21 21:52 - TALKMEDOWN - Forum
Proactive Data Mining with Decision Trees Springer 2014
63 个回复 - 9233 次查看 This book explores a proactive and domain-driven method to classification tasks. This novel proactive approach to data mining not only induces a model for predicting or explaining a phenomenon, bu ...2014-7-25 06:11 - ReneeBK - HLM专版
Interpreting CNNs via Decision Trees
3 个回复 - 2484 次查看 **** 本内容被作者隐藏 **** 图 1. 在语义层次上解释 CNN 预测的决策树。我们学习到一种分类物体的 CNN,带有顶部卷积层的解开表征,其中每个过滤层表征一个特定的物体部位。以一种由粗到精的方式,决策树解码 CN ...2018-2-13 11:12 - Nicolle - winbugs及其他软件专版
Word Sense Disambiguation by Learning Decision Trees from Unlabeled Data
0 个回复 - 356 次查看 摘要:In this paper we describe a machine learning approach to word sense disambiguation that uses unlabeled data. Our method is based on selective sampling with...原文链接:http://link.springer.com/ar ...2018-1-26 12:00 - DL-er - 人工智能论文版
Using Decision Trees to Construct a Practical Parser
0 个回复 - 362 次查看 摘要:This paper describes a novel and practical Japanese parser that uses decision trees. First, we construct a single decision tree to estimate modification pr...原文链接:http://link.springer.com/ar ...2018-1-25 15:30 - 论文库 - 人工智能论文版
A new decision tree learning algorithm
0 个回复 - 629 次查看 摘要:In order to improve the generalization ability of binary decision trees, a new learning algorithm, the MMDT algorithm, is presented. Based on statistical learning theory the generalization perfo ...2017-12-28 11:20 - AIworld - 人工智能论文版
A combined neural network and decision trees model for prognosis of breast ..
0 个回复 - 333 次查看 摘要:The prediction of clinical outcome of patients after breast cancer surgery plays an important role in medical tasks such as diagnosis and treatment plannin...原文链接:http://www.ncbi.nlm.nih.gov ...2017-12-27 15:30 - 论文库 - 人工智能论文版
Interpreting Decision Trees and Random Forests?
17 个回复 - 1285 次查看 **** 本内容被作者隐藏 ****2017-9-24 22:46 - ReneeBK - winbugs及其他软件专版
求助外文图Ethnographic decision tree modeling作者C.H.Gladwin
4 个回复 - 787 次查看 【作者(必填)】 C.H.Gladwin 【文题(必填)】 Ethnographic decision tree modeling 【年份(必填)】 1989 【全文链接或数据库名称(选填)】Sage publication2017-11-13 16:19 - helloxiao2 - 求助成功区
Decision Tree using Excel
18 个回复 - 2692 次查看 **** 本内容被作者隐藏 ****2015-3-23 07:41 - Nicolle - winbugs及其他软件专版
Tree-based Machine Learning Algorithms: Decision Trees, Random Forests, and Boos
33 个回复 - 2361 次查看 English | 2017 | ASIN: B0756FGJCP | 107 pages | AZW3 | 0.4 Mb Get a hands-on introduction to building and using decision trees and random forests. Tree-based machine learning algorithms are used to ...2017-9-19 22:05 - igs816 - 经管书评
Decision Trees for Business Intelligence and Data Mining: Using SAS
0 个回复 - 621 次查看 摘要:Using SAS Enterprise Miner, this example-driven guide illustrates the application and operation of decision trees in data mining, business intelligence, business analytics, prediction, and knowl ...2017-9-26 09:00 - a智多星 - 人工智能论文版
A hybrid decision tree/genetic algorithm method for data mining
0 个回复 - 400 次查看 摘要:This paper addresses the well-known classification task of data mining, where the objective is to predict the class which an example belongs to. Discovered...原文链接:http://www.sciencedirect.co ...2017-9-25 08:30 - AIworld - 人工智能论文版
Decision Tree(实例代码 python 和 R)
3 个回复 - 1430 次查看 Decision TreeThis is one of my favorite algorithm and I use it quite frequently. It is a type of supervised learning algorithm that is mostly used for classification problems. Surprisingly, it works f ...2017-9-12 15:30 - oliyiyi - LATEX论坛
Data mining with decision trees 一本新的,论述详细的决策树的
14 个回复 - 4821 次查看 Data mining with decision trees 一本新的,论述详细的决策树的2010-5-31 13:03 - david_nanj - 数据分析与数据挖掘
(分享下载)Decision Trees for Business Intelligence and Data mining
18 个回复 - 6070 次查看 商业智能,数据挖掘方面的电子籍 是用SAS实现的2009-12-19 12:10 - sunjunior - 数据分析与数据挖掘
Machine Learning using Decision Tree(Python)
5 个回复 - 3314 次查看 Decision tree learning uses a decision tree as a predictive model which maps observations about an item to conclusions about the item's target value. It is one of the predictive modelling approaches u ...2015-5-18 02:01 - Nicolle - winbugs及其他软件专版
Simplifying Decision Tree Interpretability with Python & Scikit-learn
8 个回复 - 1349 次查看 http://www.kdnuggets.com/2017/05/simplifying-decision-tree-interpretation-decision-rules-python.html2017-5-30 22:58 - Nicolle - winbugs及其他软件专版
[分享]DecisionTrees_Case_Studies.pdf
8 个回复 - 3748 次查看 <br/>2008-9-17 00:49 - SwissRen - 商业数据分析
R - Decision Tree
11 个回复 - 3191 次查看 Install R PackageUse the below command in R console to install the package. You also have to install the dependent packages if any.2017-2-22 22:08 - oliyiyi - LATEX论坛
[Knime]Spark MLlib Decision Tree
0 个回复 - 1152 次查看 Spark MLlib Decision TreeThis workflow demonstrates the usage of the Spark MLlib Decision Tree Learner and Spark Predictor. It also demonstrates the conversion of categorical columns into numerical co ...2017-4-8 04:32 - ReneeBK - winbugs及其他软件专版
[Rapidminer]How to Get Rules from a Decision Tree?
0 个回复 - 1023 次查看 How to Get Rules from a Decision Tree?by mschmitz[/backcolor] on 10-21-2016 09:53 AM - edited on 11-03-2016 07:35 AM by stevefarr[/backcolor] QuestionDecision Trees are well known for their und ...2017-4-3 07:52 - ReneeBK - winbugs及其他软件专版
How To Create A Perfect Decision Tree
4 个回复 - 1400 次查看 **** 本内容被作者隐藏 ****2017-2-22 22:26 - oliyiyi - LATEX论坛
A gentle introduction to decision trees using R
8 个回复 - 1561 次查看 IntroductionMost techniques of predictive analytics have their origins in probability or statistical theory (see my post on Naïve Bayes, for example). In this post I’ll look at one that has mor ...2017-1-30 10:59 - oliyiyi - LATEX论坛
Random Forest and Decision Trees using R - Slides课件
0 个回复 - 691 次查看 Random Forest and Decision Trees using R - Slides 课件(Jennifer Evans)2016-12-17 18:09 - 飞天玄舞6 - R语言论坛
Data Science with R Decision Trees
2 个回复 - 772 次查看 This Document introduces rattle and rpart for building decision trees. We begin with a step-by-step example of building a decision tree us- ing Rattle, and then illustrate the pro ...2016-5-5 22:42 - luxplanto - 数据分析与数据挖掘
What is the difference between a pruned decision tree and an unpruned tree?
2 个回复 - 1351 次查看 Decision trees are created by making meaningful decisions as to where to mark boundaries on ranges of attribute values in order to split the instances into 2 or more subcategories, each being represen ...2016-9-23 09:26 - oliyiyi - LATEX论坛
[博客精选]Building a decision tree from scratch - a beginner tutorial
4 个回复 - 1274 次查看 Building a decision tree from scratch - a beginner tutorialby Patrick L. LêSuppose you have a population. You want to divide this population into relevant subgroups based on specific features charact ...2016-8-19 01:55 - Lisrelchen - HLM专版
[Youtube]Creating a Decision Tree with IBM SPSS Modeler
0 个回复 - 1003 次查看 **** 本内容被作者隐藏 ****2015-3-13 20:06 - Lisrelchen - HLM专版
CART Decision Tree using JavaScript
0 个回复 - 821 次查看 CART[/backcolor] [/backcolor] [/backcolor]CART decision tree algorithm.[/backcolor]Installationnpm install ml-cart[/backcolor]LicenseMIT[/backcolor]**** 本内容被作者隐藏 ****2016-6-27 00:05 - ReneeBK - JAVA语言开发技术
[Case Study]Data Mining using Decision Trees
8 个回复 - 1575 次查看 2016-5-12 10:27 - ReneeBK - winbugs及其他软件专版
[Scala Study]Decision Tree Regression Using Scala
1 个回复 - 1370 次查看 2015-11-16 00:30 - ReneeBK - Scala及其他JVM语言
: Decision Trees for BI and Data Mining Using SAS Enterprise Miner
10 个回复 - 5172 次查看 Decision Trees for Business Intelligence and Data Mining Using SAS Enterprise Miner 好象以前有人悬赏10求, 没人回答 必须解压, 然后在文件夹中从start_here.html开始, 觉得麻烦, 可以自己合并所有PDF. ...2009-12-15 13:59 - zespri - 商业数据分析
[Case Study]Decision Tree using R
0 个回复 - 1662 次查看 资料来源: 黄文:[/backcolor]数据挖掘_R语言实战[/backcolor]2015-3-18 23:19 - Nicolle - winbugs及其他软件专版
[Case Study]Decision Tree Learning using Clojure
2 个回复 - 1117 次查看 We can also use decision trees to model a given classification problem. A decision tree is, in fact, constructed from the given training data, and we can use this decision tree to predict the class of ...2015-4-5 07:22 - Nicolle - winbugs及其他软件专版
Decision Trees using Matlab
1 个回复 - 1149 次查看 Decision Trees using Matlab Reference [*]Machine Learning: A Bayesian and Optimization Perspective 1st Edition 2015 [*]http://www.mathworks.com/help/stats/classificationtree-class.html2015-6-24 08:57 - Nicolle - winbugs及其他软件专版
Decision Tree using Python
10 个回复 - 3295 次查看 Decision Tree using Python Overview A decision tree is a flowchart-like structure in which each internal node represents a "test" on an attribute (e.g. whether a coin flip comes up heads or tails), ...2015-6-24 07:58 - Nicolle - winbugs及其他软件专版
Data Science with R Decision Trees
24 个回复 - 2871 次查看 Data Science with R Decision TreesDecision trees are widely used in data mining and well supported in R (R Core Team, 2014). Decision tree learning deploys a divide and conquer approach, known as recu ...2015-6-13 08:07 - Lisrelchen - winbugs及其他软件专版
[Case Study]Decision Tree using Scala
0 个回复 - 948 次查看 The example below demonstrates how to load a LIBSVM data file, parse it as an RDD of LabeledPoint and then perform classification using a decision tree with Gini impurity as an impurity measure and a ...2015-3-31 10:18 - Nicolle - Scala及其他JVM语言
[Case Study]Regression using a Decision Tree in Scala
0 个回复 - 969 次查看 The example below demonstrates how to load a LIBSVM data file, parse it as an RDD of LabeledPoint and then perform regression using a decision tree with variance as an impurity measure and a maximum t ...2015-3-31 10:21 - Nicolle - Scala及其他JVM语言
[Case Study]Decision Trees Algorithms using R
6 个回复 - 1347 次查看 Contents [*]1 Introduction [*]2 Algorithm [*]2.1 Stopping Criteria [*]2.2 Attribute Selection [*]3 Rpart [*]4 Grow the Tree [*]5 Visualization and Examples [*]5.1 printcp [*]5.2 plotc ...2015-2-12 02:14 - Lisrelchen - winbugs及其他软件专版
Decision Tree using Java
1 个回复 - 1277 次查看 2015-4-3 10:00 - Nicolle - JAVA语言开发技术
[Case Study]Building Decision Trees in Python
2 个回复 - 848 次查看 Building Decision Trees in Python Christopher Roach You have a great idea to start selling the most marvelous widget ever known. You're so sure of your enterprising idea that you decide to go int ...2015-3-23 07:06 - Nicolle - winbugs及其他软件专版
Meta-Learning in Decision Tree Induction
2 个回复 - 696 次查看 2015-10-14 09:31 - Nicolle - winbugs及其他软件专版
Big Data Decision Trees with R
14 个回复 - 2458 次查看 Fast, Scalable, Distributable Decision Trees Revolution Analytics’ RevoScaleR package provides full-featured, fast, scalable, distributable predictive data analytics. The included rxDTree function pr ...2015-2-11 11:55 - Nicolle - winbugs及其他软件专版
DecisionTree using Julia
0 个回复 - 1046 次查看 2015-3-31 21:11 - Scalachen - winbugs及其他软件专版
Building Decision Trees in Python
15 个回复 - 2126 次查看 Building Decision Trees in Python by Christopher Roach You have a great idea to start selling the most marvelous widget ever known. You're so sure of your enterprising idea that you decide to go i ...2015-5-17 10:59 - Nicolle - winbugs及其他软件专版
Decision Tree using C#
2 个回复 - 968 次查看 1、辅助类,用于计算过程和结果存储[/backcolor]2015-5-19 03:25 - Nicolle - winbugs及其他软件专版
Decision Tree Induction & Clustering Techniques in SAS /SPSS
2 个回复 - 2152 次查看 Book: Decision Tree Induction & Clustering Techniques in SAS Enterprise Miner, SPSS Clementine, and IBM Intelligent Miner – A Comparative Analysis Hope it helps.2012-3-1 18:26 - coolmelon - 商业数据分析
[Case Study]Identifying Risky Bank Loans using Decision Trees
0 个回复 - 1364 次查看 Identifying risky bank loans using C5.0 decision trees In this section, we will develop a simple credit approval model using C5.0 decision trees. We will also see how the results of the model can be ...2015-1-23 23:27 - Nicolle - HLM专版
[Data Mining]Decision Trees using R
2 个回复 - 2094 次查看 Decision Trees using R This page shows how to build a decision tree with R.2014-8-7 07:08 - Lisrelchen - R语言论坛
decision tree 的结果怎么看?
0 个回复 - 1254 次查看 我用SPSS run出来决策树, 发现predictor importance 和 model summary 的结果不一样。 我知道, 树是根据information gain 来决定node的,那predictor是根据什么产生的呢? 是不是,很多情况下,这两个的结果都会 ...2014-12-11 01:42 - toy.boy - 数据分析与数据挖掘
Gary Sieling: Building a Decision Tree in Python
0 个回复 - 1184 次查看 For a large data set it is likely valuable to stream the results of queries into the model, but this dataset is small, so I haven’t attempted that. If your data is all in one table, you’ll need to f ...2014-12-10 23:59 - Nicolle - python论坛
Data Mining With Decision Trees: Theory and Applications (2nd Edition)
31 个回复 - 5096 次查看 Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining; it is the science of exploring large and complex bodies of data in order to discover ...2014-10-11 22:59 - 大家开心 - 计量经济学与统计软件
求问SAS EnterPrise Miner 做decision tree 遇到的问题咋解决?
4 个回复 - 16530 次查看 这个目标变量怎么选择?一直弹出“至多使用一个水平为区间型和且使用指定是的目标变量” 比如模型是 LEAVER~x1+x2+x3+x4+x5+。。+x15, x1~x15表示其他的变量名 这里怎么选择?区间变量,二值变量等,2014-7-27 11:24 - jjtww - SAS专版