搜索资源列表
treePlotter
- 用python语言写的一个分类算法，用于树绘图，机器学习算法-Python language written with a classification algorithm for tree drawing, machine learning algorithms
logRegres
- 机器学习算法，Logistic回归算法，最优化理论和梯度下降-Machine learning algorithms, Logistic regression algorithm, optimization theory and the gradient descent
svmMLiA
- 机器学习算法，支持向量机，与其他分类器的比较算法-Machine learning algorithms, support vector machines, and other classifiers comparison algorithm
adaboost
- 机器学习算法，利用adaboost元算法提高分类性能，处理非均衡分类问题-Machine learning algorithm, using adaboost element algorithm to improve the classification performance, handling classification problems disequilibrium
regression
- 机器学习算法，预测数值型回归，岭回归和逐步线性回归-Machine learning algorithms to predict numerical regression, ridge regression and stepwise linear regression
regTrees
- 机器学习算法，树回归，CART算法，回归与模型树算法，局部加权线性回归-Machine learning algorithms, regression tree, CART algorithm, regression and model tree algorithm, locally weighted linear regression
treeExplore
- 机器学习算法，树剪枝算法，预剪枝，后剪枝，模型树的叶结点生成-Machine learning algorithms, tree pruning algorithm, pre-pruning, pruning, tree leaf node model generation
kMeans
- 机器学习算法，无监督学习，利用k均值聚类算法对未标注数据分组-Machine learning algorithms, unsupervised learning, the use of k-means clustering algorithm for unlabeled data packets
apriori
- 机器学习算法，使用Apriori算法进行关联分析，频繁项集，关联规则-Machine learning algorithms, Apriori algorithm using correlation analysis, frequent itemsets, association rules
pca
- 机器学习算法，利用PCA来简化数据，降维技术，主成分分析-Machine learning algorithm, using PCA to simplify data dimensionality reduction techniques, principal component analysis
svdRec
- 机器学习算法，利用SVD简化数据，SVD矩阵分解，推荐引擎，提高性能-Machine learning algorithm, using SVD simplify data, SVD matrix decomposition, recommendation engine, improved performance
mrMeanMapper
- 机器学习算法，分布式均值和方差计算的mapper，用于hadoop流-Machine learning algorithms, mapper distributed computing the mean and variance for hadoop streaming
HousePrice(gradient-descent)
- 利用机器学习算法实现南京房价预测。已知2000年至2013年的南京房价，利用梯度下降法预测2014年南京房价。-Nanjing using machine learning algorithm to predict prices. Known 2000-2013 Nanjing prices, using the gradient descent method to predict 2014 Nanjing prices.
machineLearning-master
- python编写的一些机器学习算法,包含监督学习和非监督学习-Some machine learning algorithms written in python, including supervised learning and unsupervised learning
SVM-tutorial
- 最常见机器学习算法SVM的发展研究，从逻辑斯特研究到支持向量机-The most common SVM machine learning algorithm development research to logistic support vector machine
Know-about-Machine-Learning
- 一些关于机器学习算法理论与实现的介绍与实现-a useful things about mechine learning algorism and implemention
ID3
- 机器学习算法ID3的C++实现，在VS2008中实测通过-machine learning algorithms ID3 C++ implementation
Adaboost-MATLAB
- 人脸检测,采用Matlab实现的，一种典型的机器学习算法-face decting
ml-py
- 机器学习算法(kNN、逻辑回归、线性回归、朴素贝叶斯)python实现。-machine learning by python
machine-learning
- python3实现各种机器学习算法，包括knn算法，决策树算法，SVM算法，朴素贝叶斯算法等-Python3 realize all kinds of machine learning algorithms, including KNN algorithm, the decision tree algorithm, the SVM algorithm, naive bayesian algorithm, etc