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
☆60Mar 26, 2020Updated 6 years ago
Alternatives and similar repositories for Predict-the-rent-probability-of-a-room
Users that are interested in Predict-the-rent-probability-of-a-room are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CCF BDCI 2022比赛 返乡发展人群预测赛题 Baseline 数据挖掘(特征工程+集成学习)队伍排名39/2297☆12Mar 15, 2024Updated 2 years ago
- 机器学习预测系统汇总:包括贝叶斯网络、马尔科夫模型、线性回归、岭回归、多项式回归、决策树回归、深度神经网络预测☆91Jun 28, 2020Updated 6 years ago
- 麻雀算法优化支持向量机 python实现☆15Mar 26, 2022Updated 4 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。☆29May 7, 2023Updated 3 years ago
- 评分卡建模自动化流程☆19Jun 17, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 从沪深300指数的日行情数据构建特征,用SVM预测指数的涨跌方向☆14Oct 16, 2018Updated 7 years ago
- My blogs and code for machine learning. http://cnblogs.com/pinard☆13Jul 12, 2019Updated 7 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☆48Mar 21, 2019Updated 7 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
- CCF2018 数据挖掘 机器学习 智能匹配 特征工程☆50Sep 27, 2019Updated 6 years ago
- 使用多种算法(线性回归、随机森林、支持向量机、BP神经网络、GRU、LSTM)进行电力系统负荷预测/电力预测。通过一个简单的例子。A variety of algorithms (linear regression, random forest, support vecto…☆189Jun 7, 2020Updated 6 years ago
- 对部分城市空气质量指数相关数据分析,解决相关问题,以及用回归方程建模预测新城市空气质量☆17Nov 18, 2019Updated 6 years ago
- Trading Strategy Development☆13Nov 19, 2019Updated 6 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
- 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.
- Welcome to the SOLETE platform. These scripts are meant to help you using the homonymous dataset [1] and to replicate the results from th…☆13Sep 14, 2023Updated 2 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☆44Jan 14, 2020Updated 6 years ago
- 唯品会用户购买行为预测☆32Mar 16, 2018Updated 8 years ago
- 逻辑回归、时间序列、KNN、朴素贝叶斯、决策树、关联规则、线性回归、神经网络、SVM、模型评估以及提高模型性能☆15Jan 1, 2019Updated 7 years ago
- ☆20Dec 9, 2020Updated 5 years ago
- 招商银行2021年Fintech数据赛道思路及代码☆13May 16, 2021Updated 5 years ago
- 🎈 2020年中国高校计算机大赛(C4)-网络技术挑战赛EP2赛项 基于XGBoost集成学习模型的在线流量分类模型☆20Jul 3, 2022Updated 4 years ago
- Reproduced the process of extracting ground elevation from ATL03 photon cloud data. Developed Python scripts based on the theoretical fou…☆12Jun 8, 2025Updated last year
- Gender Detection From Facial Features using various methods like Eigenfaces,K-means,PCA then SVM☆11Dec 14, 2016Updated 9 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.
- Project for Machine Learning and Physical Applications Class - Hyperspectral image classification using SVM, and CNN with layer pruning a…☆13Jul 15, 2018Updated 8 years ago
- 自适应的小波阈值降噪☆14Aug 11, 2023Updated 3 years ago
- Code for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversaria…☆12Nov 29, 2024Updated last year
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 6 years ago
- 机器学习数据预处理:包括画数据分布图、特征筛选、调参技巧☆12Mar 14, 2024Updated 2 years ago
- 以nlp中情感分析为例,从没有打过标签的语料开始一步步教你怎么去打标签,然后分别以传统的机器学习模型SVM和深度学习模型LSTM去建模。☆36Jul 3, 2019Updated 7 years ago
- Multi-Scale Temporal Variational Autoencoder for Anomaly Detection in Multivariate Time Series☆14Apr 26, 2023Updated 3 years ago
- [评价方法]信息熵理论与熵权法 Information entropy theory&Entropy weight method☆29Jan 30, 2019Updated 7 years ago
- ☆15Dec 22, 2020Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 关于NGBoost模型以及GBDT相关模型的案例,并包括SHAP模型解释☆11Feb 16, 2021Updated 5 years ago
- ICESat-2 ATL03/ATL08 Processing and Analysis☆15Jun 12, 2023Updated 3 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☆285Apr 16, 2020Updated 6 years ago
- 使用python对高光谱数据进行处理和分类☆12Aug 26, 2020Updated 6 years ago
- Unsupervised surface clustering on ICESat-2's ATL03☆15Jun 18, 2020Updated 6 years ago
- ☆11Apr 19, 2022Updated 4 years ago
- This repo includes projects and assignments made within the Machine Learning Summer Bootcamp.☆14Nov 6, 2022Updated 3 years ago