caokaiquan / rough_set
粗糙集
☆23Updated 6 years ago
Alternatives and similar repositories for rough_set:
Users that are interested in rough_set are comparing it to the libraries listed below
- Implementation of rough sets based reduction algorithm for Python☆58Updated 2 years ago
- Rough Set Python Package is a Python library that provides a set of tools to calculate rough sets and obtain reduct rules.☆14Updated 10 months ago
- Classic Heuristic Attribute Reduction Algorithm based on knowledge granularity for a decision system☆9Updated 4 years ago
- 数据预处理之缺失值处理,特征选择☆21Updated 5 years ago
- A Python library for Three Way Decision and Rough Set Theory☆19Updated 3 years ago
- 常用的特征选择方法☆68Updated 2 years ago
- 集成学习Stacking方法详解☆70Updated 5 years ago
- 机器学习集成模型之Stacking各类模型及工具源码☆115Updated 4 years ago
- A set of methods about granular computing which is realized by python 3☆12Updated 4 months ago
- 类别不平衡学习,包括采样、代价敏感学习、决策输出补偿以及集成学习等内容☆36Updated 4 years ago
- 数据特征工程、各种机器学习回归模型、回归数据预处理☆39Updated 5 years ago
- 基于Python实现了K-Means、GMM、DBSCAN、AGNES等四种常见的聚类算法☆67Updated 5 years ago
- 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...☆127Updated 10 years ago
- 分类类别不平衡,解决办法:采样(SMOTE和算法集成技术等)、阈值移动、调整代价或权重,附带信用卡诈骗案例☆21Updated 5 years ago
- Oversampling method based on relative density☆11Updated 4 years ago
- Learning and Recording☆34Updated 5 years ago
- 机器学习预测模型,分别用逻辑回归,决策树,随机森林,神经网络,XGBOOST和支持向量机算法建模,交叉验证,并选出AUC最优的模型。特征工程优化后,AUC值达到0.8259☆54Updated 4 years ago
- 机器学习的特征工程,包括特征抽取、特征预处理、特征选择、特征降维。☆25Updated 5 years ago
- 【Numpy 手写实现】SVM 支持向量机 | KNN K近邻 | Kmeans | Logistic Regression 逻辑回归 | Maximum Entropy 最大熵 | Naive Bayes 朴素贝叶斯 | Perception 感知机 | Decision…☆202Updated 4 years ago
- Implementations of various feature selection methods☆24Updated 4 years ago
- 天池工业AI大赛-智能制造质量预测,排名89/2539☆36Updated 6 years ago
- A library of fuzzy rough machine learning algorithms☆29Updated this week
- 项目基于论文《Fuzzy c-Means Algorithms for Very Large Data》,使用Python语言实现FCM算法及其扩展算法,包括FCM、spFCM、oFCM、kFCM、reskFCM、spkFCM、okFCM。☆63Updated 5 years ago
- featselector是一个基于统计分析和模型选择的特征选择器.☆14Updated 5 years ago
- feature selections and extractions☆87Updated 7 months ago
- Model of three-way decision☆13Updated 4 years ago
- 统计分析课程实验作业/包含《统计分析方法》中因子分析,主成分分析,Kmeans聚类等典型算法的手 写实现☆74Updated 4 years ago
- ☆14Updated 4 years ago
- 机器学习算法经典案例☆104Updated 4 years ago
- 使用sklearn做特征工程☆169Updated 6 years ago