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Description: 利用matlab随机森林做的简单回归试验
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Size: 1355 |
Author: lotusss |
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Description: 完整的随机森林算法希望有用
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Size: 26940 |
Author: 602183493@qq.com |
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Description: 是基于linux系统的C++程序，是一个学习算法随机森林，希望对大家有用-Is based on the linux system C++ Process is a learning algorithm Random Forest, in the hope that useful
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Size: 70656 |
Author: 深夜 |
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Description: 在java中运用weka中的随机森林算法实现的分类器的代码-The use of weka in java in a random forest classifier algorithm code
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Size: 2048 |
Author: 杨丽 |
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Description: 基于out_of_bag样本的随机森林算法的超参数估计-Based on a random sample out_of_bag over forest parameter estimation algorithm
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Size: 887808 |
Author: meoog |
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Description: 用于对图像特征的分类，随机森林算法是一类很好的算法-For the classification of image features, random forest algorithm is a kind of a good algorithm
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Size: 302080 |
Author: 杨阳 |
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Description: matlab 决策树算法（包括id3.随机森林等算法，包括代码）
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Size: 290734 |
Author: syd@1111 |
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Description: 在机器学习中，随机森林是一个包含多个决策树的分类器， 并且其输出的类别是由个别树输出的类别的众数而定。 Leo Breiman和Adele Cutler发展出推论出随机森林的算法。 而 "Random Forests" 是他们的商标。 这个术语是1995年由贝尔实验室的Tin Kam Ho所提出的随机决策森林（random decision forests）而来的。这个方法则是结合 Breimans 的 "Bootstrap aggregating" 想法和 Ho 的"random subspace method"以建造决策树的集合。
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Size: 5648 |
Author: fuyinling |
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Description: 随机森林c++代码，非常好用，可用于回归和分类(random forests toolbox using c++ for regression and classification)
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Size: 13623296 |
Author: 飞布
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Description: 作为新兴起的、高度灵活的一种机器学习算法，随机森林（Random Forest，简称RF）拥有广泛的应用前景，从市场营销到医疗保健保险，既可以用来做市场营销模拟的建模，统计客户来源，保留和流失，也可用来预测疾病的风险和病患者的易感性。(As a new, highly flexible a machine learning algorithm, random forest (Random Forest, referred to as RF) has broad application prospects, from marketing to health insurance, not only can be used for modeling marketing simulation, statistical customer source, retention and loss, can also be used to predict the risk of disease susceptibility and patients.)
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Size: 5750784 |
Author: xbz111
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Description: 给出对决策树与随机森林的认识。主要分析决策树的学习算法：信息增益和ID3、C4.5、CART树，然后给出随机森林。
决策树中，最重要的问题有3个:
1. 特征选择。即选择哪个特征作为某个节点的分类特征；
2. 特征值的选择。即选择好特征后怎么划分子树；
3. 决策树出现过拟合怎么办？
下面分别就以上问题对决策树给出解释。决策树往往是递归的选择最优特征，并根据该特征对训练数据进行分割。(The understanding of decision tree and random forest is given. This paper mainly analyzes the learning algorithm of decision tree: information gain and ID3, C4.5, CART tree, and then give the random forest.
Among the decision trees, there are 3 of the most important issues.
1. feature selection. Which is to choose which feature as the classification of a node;
2. the selection of eigenvalues. That is, how to divide the subtrees after the selection of the good features.
3. how to do the fitting of the decision tree?
The following questions are explained on the decision tree respectively. The decision tree is often the optimal feature of the recursive selection, and the training data are segmented according to the feature.)
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Size: 2114560 |
Author: ZJN27 |
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Description: 决策树和决策森林的代码，很不错，适合初学者，一起交流一起进步(The decision tree and decision forest code, very good, suitable for beginners, together with the progress of communication)
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Size: 2113536 |
Author: 啊大苏打 |
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Description: 基于R语言案例的随机森林代码。简单吐血总结，适合初学者学习R语言(Random forest code based on the R language case. Simple hematemesis summary, suitable for beginners to learn R language)
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Size: 1024 |
Author: 蜜柚你个头 |
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Description: 调用matlab中的随机森林算法实现预测(Call the random forest algorithm in MATLAB to realize the prediction)
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Size: 1024 |
Author: heelman |
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Description: 随机森林算法的源程序，在故障诊断中得到了应用，亲测可用(The source program of random forest algorithm is applied in fault diagnosis)
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Size: 94208 |
Author: 天高云淡淡 |
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Description: 随机森林用于模式分类识别算法，包含代码和数据(Random Forests for Pattern Classification Recognition Algorithms, Containing Codes and Data)
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Size: 823296 |
Author: seraph08 |
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Description: R语言在生态学上的应用课程，学习随机森林时用到的代码及数据。(An applied course in ecology in the R language, learning the code and data used in random forests.)
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Size: 4096 |
Author: 神奇海螺 |
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Description: 随机森林的一个入门级历程，此例程可以带有稀缺数据集，让你使用训练集和测试集感受到随机森林的强大之处。随机森林的分类与回归，非常之强。秒杀神经网络，是一个人见人爱的算法。(Random forest is an entry-level process, this routine can have scarce data set, let you use training set and test set to feel the power of random forest. The classification and regression of random forest is very strong. Seckill neural network is a love algorithm.)
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Size: 106496 |
Author: 护手霜 |
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Description: 这是随机森林的matlab程序包 random forest(Random forest package)
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Size: 8192 |
Author: 于于16 |
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Description: 随机森林matlab工具箱，可以实现分类和回归(Randomforest Tool Box)
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Size: 445440 |
Author: JLing_94 |
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