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本资料含有国外最经典的数据挖掘的论文。有决策树,贝叶斯等-This information contains a foreign classic data mining papers. There are decision trees, Bayesian, etc.
Update : 2025-02-19 Size : 2.75mb Publisher : zhangli

DL : 0
NeC4.5 is a variant of C4.5 decision tree, which could generate decision trees more accurate than standard C4.5 decision trees, through regarding a neural network ensemble as a pre-process of C4.5 decision tree.
Update : 2025-02-19 Size : 8kb Publisher :

The matlab code implements the ensemble of decision tree classifiers proposed in: "L. Nanni and A. Lumini, Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification, Expert Systems With Applications doi:10.1016/j.eswa.2009.02.072 "
Update : 2025-02-19 Size : 1kb Publisher : loris nanni

MATLAB cross-validation tool for classification and regression v0.1 FEATURES: + K-fold cross validation. + Arbitrary train and prediction functions with parameters can be used. + Arbitrary loss function can be used. + Wrappers for KNN, SVM, GLM, robust regression and decision trees. + Wrappers for RMSE, MAD and misclassification loss functions.
Update : 2025-02-19 Size : 3kb Publisher : milk

DL : 0
matlab实现决策树C4.5算法,首先利用训练数据创建决策树,再用测试数据对决策树进行剪枝。-C4.5 decision tree algorithm matlab realize, first use training data to create decision trees, and then test data for decision tree pruning.
Update : 2025-02-19 Size : 2kb Publisher : 王杰

DL : 0
如何使用matlab自带的决策树进行数据的分类,包括分类树,回归树-How to use matlab own decision tree classification of data, including classification trees, regression trees
Update : 2025-02-19 Size : 7kb Publisher : chen

决策树的Matlab实现,实现了分类问题和回归问题,有很好的调试结果-Matlab implementation of decision trees
Update : 2025-02-19 Size : 2kb Publisher : 张元元

DL : 0
决策树,实例:matlab实现使用决策树顶预测隐形眼镜类型。-Splitting datasets one feature at a time: decision trees
Update : 2025-02-19 Size : 7kb Publisher : 小为

使用matlab建立决策树,分析数据。决策过程中使用了matlab自带的建立决策树的函数。-Using decision trees to predict contact lens type.Training data file (lense.txt) and description file (comments.txt).
Update : 2025-02-19 Size : 2kb Publisher : lyr

DL : 0
MATLAB神经网络43例代码及数据,包括BP神经网络、遗传算法、决策树、SVM模型等,请审核,望通过!-MATLAB neural network 43 cases of code and data, including BP neural networks, genetic algorithms, decision trees, SVM model, please review, look through!
Update : 2025-02-19 Size : 11.8mb Publisher : 韩月

要说随机森林,必须先讲决策树。决策树是一种基本的分类器,一般是将特征分为两类(决策树也可以用来回归,不过本文中暂且不表)。构建好的决策树呈树形结构,可以认为是if-then规则的集合,主要优点是模型具有可读性,分类速度快。(In machine learning, a random forest is a classifier that contains multiple decision trees, and its output category is determined by the mode of the output categories of individual trees.)
Update : 2025-02-19 Size : 8kb Publisher : 蓝兰lan
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