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Data_Mining_SQL_2008
- 这是《数据挖掘原理与应用—SQL Server 2008数据库》的随书SQL语句、源代码和Excel范例文件，基于DMX，代码主要包括对SQL Server 2008和Excel 2007中已经集成好的数据挖掘算法的应用， 如贝叶斯聚类、决策树、时序、聚类、序列聚类、关联规则、神经网络、逻辑回归、OLAP立方体的等算法，具有极高的使用价值。-This is the " Principles and Applications of data mining-SQL Server 2008 d
R001.m
- 贝叶斯回归分析,以二维图像线性拟合为例，解决过度拟合问题-Bayes regression
classification-Python
- python实现感知器、贝叶斯分类、决策树分类、K最近邻法、逻辑回归、支持向量机-Python implementation of perceptron, Bias classification, decision tree classification, K nearest neighbor method, logic regression, support vector machine
NBregression
- 用朴素贝叶斯方法,knn等方法对数据进行回归,对某新闻标题可引起某种情绪的概率进行预测-Naive Bayesian approach to do data regression
hingkun_v52
- 包括主成分分析、因子分析、贝叶斯分析，BP神经网络用于函数拟合与模式识别，最小二乘回归分析算法。- Including principal component analysis, factor analysis, Bayesian analysis, BP neural network function fitting and pattern recognition, Least-squares regression analysis algorithm.
kengfei_v16
- 利用贝叶斯原理估计混合logit模型的参数，包括AHP，因子分析，回归分析，聚类分析，基于混沌的模拟退火算法。- Bayesian parameter estimation principle mixed logit model, Including AHP, factor analysis, regression analysis, cluster analysis, Chaos-based simulated annealing algorithm.
biuqiu_v52
- 包括脚本文件和函数文件形式，利用贝叶斯原理估计混合logit模型的参数，包括回归分析和概率统计。- Including scr ipt files and function files in the form, Bayesian parameter estimation principle mixed logit model, Including regression analysis and probability and statistics.
biuhun
- 包括AHP，因子分析，回归分析，聚类分析，包括主成分分析、因子分析、贝叶斯分析，wolf 方法计算李雅普诺夫指数。- Including AHP, factor analysis, regression analysis, cluster analysis, Including principal component analysis, factor analysis, Bayesian analysis, wolf calculated Lyapunov exponent.
singqui_v74
- 正确率可以达到98％，利用贝叶斯原理估计混合logit模型的参数，包括AHP，因子分析，回归分析，聚类分析。- Accuracy can reach 98 , Bayesian parameter estimation principle mixed logit model, Including AHP, factor analysis, regression analysis, cluster analysis.
noupan_v39
- 本程序的性能已经超过其他算法，进行逐步线性回归，包括主成分分析、因子分析、贝叶斯分析。- This program has exceeded the performance of other algorithms, Stepwise linear regression, Including principal component analysis, factor analysis, Bayesian analysis.
fan_ri78
- 包括主成分分析、因子分析、贝叶斯分析，进行逐步线性回归，这是第二能量熵的matlab代码。- Including principal component analysis, factor analysis, Bayesian analysis, Stepwise linear regression, This is the second energy entropy matlab code.
hun-fy86
- 包括AHP，因子分析，回归分析，聚类分析，匹配追踪和正交匹配追踪，利用贝叶斯原理估计混合logit模型的参数。- Including AHP, factor analysis, regression analysis, cluster analysis, Matching Pursuit and orthogonal matching pursuit, Bayesian parameter estimation principle mixed logit model.
yei_wv41
- 利用贝叶斯原理估计混合logit模型的参数，二维声子晶体FDTD方法计算禁带宽度的例子,最小二乘回归分析算法。- Bayesian parameter estimation principle mixed logit model, Dimensional phononic crystals FDTD method calculation examples band gap, Least-squares regression analysis algorithm.
高风代码
- 本内容是有关机器学习的包含贝叶斯分类器，随机森林，支持向量机，神经网络，logistic多元回归等(The contents of this paper are machine learning, including Bayesian classifier, random forest, support vector machines, neural network, logistic multiple regression and so on)
ipynb
- 机器学习方法之最近邻、朴素贝叶斯、逻辑回归方法的实现与对比(compared with knn\NB\logistics)
gwr_models
- 此代码可以用于实现地理加权回归分析；包括普通的地理加权回归和贝叶斯地理加权回归；包含算法代码和应用实例的代码(Geographically weighted regression analysis)