ThinkingXuan / loan-risk-predictionLinks
💖基于机器学习的贷中风险预测模型--江苏银行“随e融”杯--二等奖💖
☆24Updated 3 years ago
Alternatives and similar repositories for loan-risk-prediction
Users that are interested in loan-risk-prediction are comparing it to the libraries listed below
Sorting:
- 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 6 years ago
- 基于遗传算法的特征选择☆128Updated 5 years ago
- 常用的特征选择方法☆67Updated 3 years ago
- 机器学习集成模型之Stacking各类模型及工具源码☆118Updated 5 years ago
- 数据预处理之缺失值处理,特征选择☆22Updated 6 years ago
- 现有聚类算法面向高维稀疏数据多未考虑类 簇可重叠和离群点的存在,导致聚类效果不理想。针对此,提出一种可重叠子空间K-Means聚类算法(An Overlapping Subspace K-Means Clustering Algorithm, OS-K-Means)。给出类簇…☆30Updated 6 years ago
- This is an implementation of the paper on "Improved K-means algorithm based on density Canopy".☆30Updated 6 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☆78Updated 5 years ago
- 马上AI全球挑战赛-违约用户风险预测 top2-solution☆18Updated 7 years ago
- 集成学习Stacking方法详解☆77Updated 6 years ago
- 包括决策树和随机森林进行离职人员预测,Xgboost和lightGBM的应用☆287Updated 5 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☆44Updated 5 years ago
- 使用遗传算法结合决策树做特征选择/Using genetic algorithm for feature selection with decision tree☆25Updated 7 years ago
- 交易欺诈作为信用卡行业面临的主要贷后风险业务问题,每年都使信用卡行业遭受巨额损失。基于大数据机器学习开发出高效的交易欺诈识别模型一直是金融行业的主要挑战之一。本次大赛以此作为主题☆45Updated 6 years ago
- 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。☆66Updated 6 years ago
- Hybrid PSO Clustering Algorithm with K-Means for Data Clustering☆51Updated 5 years ago
- 智能供应链分析,对顾客用rfm模型分类,用多种机器学习模型建模,进行欺诈订单预测,延迟发货预测,销售额预测,销售数量预测☆38Updated 5 years ago
- Optimizing k-means++ initialization using PSO☆18Updated 9 years ago
- 基于自构造函数的特征提取评分项目(缺失值处理,单变量相关性分析,特征评分,降维)☆15Updated 8 years ago
- 基于ARIMA时间序列的销量预测模型,实际预测 准确率达90%以上,内含有测试记录和实际上线效果。☆109Updated 6 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…☆213Updated 5 years ago
- Stacking classification and regression☆25Updated 6 years ago
- 在sklearn下,几种常用的特征选择方法☆41Updated 9 years ago
- Time Series Prediction, Stateful LSTM; 时间序列预测,洗发水销量/股票走势预测,有状态循环神经网络☆57Updated 8 years ago
- 基于真实业务上手数据挖掘(银行流失预警):数据的处理、LightGBM、skLearning包(里面含有:GridSearchCV寻找最优参、StratifiedKFold分层5折切分、_test_Split单次数据切分等)、叠层模型融合、画AUC图、画混淆矩阵图,并输出预…☆98Updated 3 years ago
- 机器学习实践:贷款违约预测☆39Updated 6 years ago
- This algorithm is based on the paper 'K-Means clustering algorithm Based on Adapative Feature Weighted'☆31Updated 6 years ago
- LR / SVM / XGBoost / RandomForest etc.☆29Updated 5 years ago
- 改进的k-prototypes聚类算法☆19Updated 4 years ago
- 构建基于逻辑回归的评分卡模型☆46Updated 6 years ago