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AllElectronics
- 决策树算法,并附有相关数据集以及可视化的方法,并附有可视化的图例。(The decision tree algorithm is attached with relevant data sets and visualization methods with visual illustrations.)
DecisionTreeID3
- ID3算法是一种贪心算法,用来构造决策树。ID3算法起源于概念学习系统(CLS),以信息熵的下降速度为选取测试属性的标准,即在每个节点选取还尚未被用来划分的具有最高信息增益的属性作为划分标准,然后继续这个过程,直到生成的决策树能完美分类训练样例。(The ID3 algorithm is a greedy algorithm, which is used to construct a decision tree. ID3 algorithm originated from the concept
CART
- 对汽车评估的分类决策树构建,使用了常用的python的机器学习库scikit-learn(Construction of classified decision tree for automobile evaluation,Use the common Python's machine learning library scikit-learn)
Ch03
- 实现决策树的构建,在Python中使用matplotlib注解绘制(Implement the construction of the decision tree, used in Python, matplotlib annotation draw)
CART
- 决策树CART算法源代码,可利用,包括make_tree和use_tree(the code of decision tree CART algorithm including make_tree and use_tree)
id3决策树——new
- 这是一个ID3决策树分类的代码用于分类器的计算,大家下载类以后可以学习使用,ID3是一种比较古老的决策树,最新的有C4.5等(This is an ID3 decision tree classification code for classifier calculation, which can be used after downloading the class. ID3 is a relatively ancient decision tree, with the latest C4.5
code
- 可完成相应的SVM分类、决策树分类、图片压缩、图片重采样、中值滤波等图片处理工作(It can complete the corresponding picture processing work.)
Iris_DecisionTree
- python 鸢尾花(iris)数据分类测试程序,采用决策树方法。(Python iris flower (IRIS) data classification test program, using the decision tree method.)
decision_tree
- 以隐形眼镜为例的决策树分类算法代码,lenses.data是存放数据的文件,此代码使用python3实现(The classification algorithm code of the decision tree with the contact lens as an example)
suanfa
- 简单的决策树,使用增益率,未考虑剪枝,和过拟合现象。包含数据。(this file contains data.)
decision_tree
- 决策树是一个利用像树一样的图形或决策模型的决策支持工具,包括随机事件结果,资源代价和实用性。(A decision tree is a decision support tool that uses a tree like graph or a decision model, including the result of random events, the cost of resources and the practicality.)
j
- 决策树、代价敏感矩阵决策树实现(Decision tree and cost sensitive matrix decision tree)
鸢尾花用ID3算法
- 建立决策树模型基于R软件,利用DI3算法,利用鸢尾花数据(Establish a decision tree)
example1
- 最近在学习决策树,一个简单的决策树预测模型(Recently in the learning decision tree,A simple decision tree prediction model)
treePlotter
- 绘制ID3,C4.5,CRAT决策树算法的树型(Drawing the tree pattern of ID3, C4.5, CRAT decision tree algorithm)
DecisionTree
- 利用Anaconda编写的决策树,可用于分类(This decision tree algorithm which is used for classification coded by Anaconda.)
决策树代码及数据文件
- 决策树代码(Decision tree code)
chapter28
- 决策树分类器在乳腺癌诊断中的应用研究(2012b版本)(Application of decision tree classifier in breast cancer diagnosis (2012b version))
DCT
- 机器学习的决策树,通过调用sklearn中的函数完成,同时可以对txt文件中的数据集进行分类(Decision Tree,machine learning,separate the dataset in txt files.)
decision_tree
- 机器学习/python入门项目三:决策树(Machine Learning / Python Getting Started Project 3: Decision Trees)