Description: Bayes model averaging with selection of regressors - This program can be utilized for Bayesian Variable Selection using Gibbs Sampler-Bayes model averaging with selection of regressors- This program can be utilized for Bayesian Variable Selection using Gibbs Sampler Platform: |
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Author:Ruo Wang |
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Description: 本文通过对Bayes、KNN、SVM 应用于中文文本分类进行比较实验研究。
应用ICTCLAS 对中文文档进行分词，在大维数，多数据情况下应用TFIDF 进行
特征选择，并同时利用它实现了对特征项进行加权处理，使文本库中的每个文本
具有统一的、可处理的结构模型。然后通过三类分类算法实现了对权值数据进行
训练和分类。-Based on the Bayes, KNN, SVM applied to compare the Chinese text categorization Study. Application ICTCLAS word segmentation of Chinese document, in large dimension, multiple-data cases where application TFIDF feature selection, and also use it to realize the characteristics of weighted items, so that each text text library with a unified, capable of handling structural model. Three types of classification algorithm then weights the data for training and classification. Platform: |
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Author:wulili |
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Description: In statistics, the use of Bayes factors is a Bayesian alternative to classical hypothesis testing.Bayesian model comparison is a method of model selection based on Bayes factors. Platform: |
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Author:soroosh |
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Description: 本报告对 朴素贝叶斯模型及线性判别分析、二次判别分析 进行系统测试
“生成模型”是机器学习中监督学习方法的一类。与“判别模型”学习决
策函数和条件概率不同，生成模型主要学习的是联合概率分布??(??,??)。本
文中，我们从朴素贝叶斯算法入手，分析比较了几种常见的生成模型（包
括线性判别分析和二次判别分析）应用于多因子选股的异同，希望对本领
域的投资者产生有实用意义的参考价值。(This report gives a systematic test of naive Bayesian model, linear discriminant analysis and two discriminant analysis
"Generation model" is a kind of supervised learning method in machine learning. Learning from "discriminant model"
The strategy function and the conditional probability are different. The generation model mainly studies the joint probability distribution. book
In this paper, we analyze and compare several common generation models (packages) from the naive Bayes algorithm.
The linear discriminant analysis and the two discriminant analysis are applied to the similarities and differences of multi factor stock selection.
The investors of the domain have a useful reference value.) Platform: |
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Author:隔壁的头老李 |
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