tjhznb666 / Predicting-future-customer-credit-risk-based-on-machine-learning-algorithmView on GitHub
利用python对3000个数据利用机器学习算法建立模型，并预测未来客户信用风险。处理数据不均衡问题时采用了SMOTE过采样以及随机过采样技术；通过相关性分析进行特征选择；建模过程中用到了Logistic回归、SVM、随机森林、GBDT四种模型，并通过网格搜索法确定最优参数；利用准确率、KS值、ROC曲线、AUC值以及lift曲线进行模型评估。
☆37Jun 8, 2022Updated 4 years ago
Alternatives and similar repositories for Predicting-future-customer-credit-risk-based-on-machine-learning-algorithm
Users that are interested in Predicting-future-customer-credit-risk-based-on-machine-learning-algorithm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于机器学习的信用风险评估模型，主要使用了Sklearn库，通过逻辑回归，向量机等模型，根据借款人的个人身份信息评估是否应当发放贷款。☆20Jun 5, 2022Updated 4 years ago
- 常用的特征选择方法☆67Jul 4, 2022Updated 3 years ago
- 未来杯房产租金预测算法竞赛，房产租金预测，LightGBM，XGBoost，回归，机器学习☆13Feb 13, 2021Updated 5 years ago
- SWIM: Sampling WIth the Majority class, is a framework for resampling in cases of extreme class imbalance☆11Aug 3, 2022Updated 3 years ago
- 随机森林模型☆10Mar 11, 2018Updated 8 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 模型融合的各种算法及特征赛选，以及串行化并行化实现方法☆12Jan 16, 2020Updated 6 years ago
- 投资/财务相关的小工具☆20Mar 17, 2018Updated 8 years ago
- 自动化财务报表分析。☆16Jun 22, 2022Updated 4 years ago
- 天池竞赛数据挖掘之二手车交易价格预测大赛☆10Mar 27, 2020Updated 6 years ago
- 使用pyhton3语言对机器学习算法中的K近邻算法、线性回归、多项式回归、逻辑回归、PCA、SVM、决策树、随机森林、集成学习、boosting 等进行了算法的实现以及实验分析☆50Mar 21, 2019Updated 7 years ago
- 流媒体服务器Windows版本 RTMP HLS RTSP Stream server。 Support HLS RTMP RTSP HTTP-TS HTTP-FLV HTTP-AAC。 Output video in 0.2-0.3 seconds，very fast。☆11Dec 24, 2020Updated 5 years ago
- 为了深入了解一些机器学习算法，把一些经典算法的代码都过一遍。包括决策树、集成学习(Adaboost、GBDT、XgBoost、RandomForest)、支持向量机、EM算法(GMM)、极大似然估计、降维算法(PCA、LDA、T-SNE)、聚类算法(K-Mean)、kNN。☆16Apr 1, 2022Updated 4 years ago
- 常见的数据预处理，包括数据加载、缺失值&异常值处理、描述性变量转换为数值型、训练测试集划分、数据规范化☆48Sep 19, 2023Updated 2 years ago
- 植物病虫害图像识别☆24Oct 28, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A lightweight MQTT broker w/ full spec,Clustering,WebSocket,SSL written in Java☆25Nov 17, 2016Updated 9 years ago
- This method is a new oversampling algorithm and can circumvent the deficiency of WK-SMOTE (and SMOTE as well as its variants) caused by r…☆16Oct 26, 2022Updated 3 years ago
- 使用决策树实现预测人才招聘市场的最低薪酬预测 | C4.5分类 | CART回归 | 剪枝 | 随机森林☆19Feb 20, 2019Updated 7 years ago
- 半自动生成财务分析报告☆33Jun 12, 2026Updated 2 weeks ago
- 数据预处理之缺失值处理，特征选择☆23Apr 3, 2019Updated 7 years ago
- 复现论文：TRANSFORMER-BASED MULTIMODAL FUSION FOR EARLY DIAGNOSIS OF ALZHEIMER’S DISEASE USING STRUCTURAL MRI AND PET☆12Jan 3, 2024Updated 2 years ago
- Codes, datasets, and synthetic dataset generator about the paper "LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single…☆17Feb 28, 2026Updated 4 months ago
- used to recognize 3 types of disease and health of corn leaves(用于识别玉米叶片病虫害的三种病害以及健康)☆33Feb 2, 2020Updated 6 years ago
- PyNuclei is an unofficial Python library for Nuclei Scanner.☆15Apr 16, 2026Updated 2 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 一个利用ANN（人工神经网络）和GA（遗传算法）实现污水排放溯源的个人项目。☆17Oct 30, 2020Updated 5 years ago
- The official implement of paper CriDiff: Criss-cross Injection Diffusion Framework via Generative Pre-train for Prostate Segmentation.☆18Apr 15, 2025Updated last year
- Python 建立的BP神经网络处理预测相关公交线路数据☆37Nov 5, 2017Updated 8 years ago
- 基于LLaVA1.6微调的Xray识别的多模态大模型☆10Oct 22, 2024Updated last year
- numpy实现常用的的机器学习库,分类模型实现:KNN，LDA，LR，Decision Tree(ID3,C4.5,CART)，RF，perception，SVM，Neural network，GBDT，Xgboost，Adaboost;回归模型实现 :LASSO，Ridg…☆24Feb 19, 2022Updated 4 years ago
- Stock Prediction using LSTM, Linear Regression, ARIMA and GARCH models. Hyperparameter Optimization using Optuna framework for LSTM varia…☆20Jan 29, 2026Updated 5 months ago
- ☆13Dec 10, 2023Updated 2 years ago
- ☆22Jun 20, 2024Updated 2 years ago
- VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation☆12Apr 11, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 机器学习集成模型之Stacking各类模型及工具源码☆120Sep 29, 2020Updated 5 years ago
- Create a noop process and get the PID☆14Aug 10, 2021Updated 4 years ago
- Error detection in Knowledge Graphs: Path Ranking, Embeddings or both?☆12Jan 26, 2020Updated 6 years ago
- 常见机器学习算法回归、分类应用示例，调参；包括基础的线性回归算法、集成学习、支持向量机等；调参包括网格搜索、随机搜索、贝叶斯优化、优化算法如GA优化等。☆27May 7, 2023Updated 3 years ago
- ☆21Jan 26, 2021Updated 5 years ago
- An address component tagger based on statistical natural language processing techniques☆11Apr 17, 2014Updated 12 years ago
- 从0到1构建用户画像☆39Jun 4, 2021Updated 5 years ago