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
☆58Mar 26, 2020Updated 5 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
Sorting:
- 通过Featuretools自动特征工程预测贷款偿还☆20Jan 10, 2020Updated 6 years ago
- 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
- 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。☆26May 7, 2023Updated 2 years ago
- 整理所有特征工程用到的方法，为了复用☆11Jan 11, 2021Updated 5 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。☆25Feb 25, 2019Updated 7 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 5 years ago
- 麻雀算法优化支持向量机 python实现☆15Mar 26, 2022Updated 3 years ago
- 评分卡建模自动化流程☆19Jun 17, 2020Updated 5 years ago
- 本项目开发了一个机器学习和深度学习的训练工具。该训练工具基于sklearn和pytorch，不仅支持常规训练、交叉验证训练，还支持贝叶斯搜索参数，并可随时自动保存训练模型和日志。☆12Dec 22, 2023Updated 2 years ago
- LendingClub 贷款数据分析，分析平台个人贷款业务特点、贷款客户特征、贷款违约影响因素，并构建贷款违约预测模型。☆11Jul 28, 2019Updated 6 years ago
- My blogs and code for machine learning. http://cnblogs.com/pinard☆13Jul 12, 2019Updated 6 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 5 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…☆182Jun 7, 2020Updated 5 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
- 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
- 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
- 数据特征工程、各种机器学习回归模型、回归数据预处理☆43Jan 14, 2020Updated 6 years ago
- 公开课--Python数据分析之金融欺诈行为检测☆36May 24, 2017Updated 8 years ago
- ☆13Aug 19, 2020Updated 5 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
- Welcome to the SOLETE platform. These scripts are meant to help you using the homonymous dataset [1] and to replicate the results from th…☆11Sep 14, 2023Updated 2 years ago
- 机器学习(Machine Learning, ML)python简洁实现，包括混合高斯模型，KMeans，决策树，随机森林，K近邻，线性判别分析，逻辑斯蒂回归（梯度下降法，牛顿法），多层感知机（分类+回归），Naive Bayes（离散+高斯），多分类SVM，线性回归，隐马…☆153Jun 19, 2021Updated 4 years ago
- image classification with VGG16+SVM and VGG-16☆11Jul 12, 2019Updated 6 years ago
- Project for Machine Learning and Physical Applications Class - Hyperspectral image classification using SVM, and CNN with layer pruning a…☆13Jul 15, 2018Updated 7 years ago
- Examine the all the leakages happened from 2010-2017 and apply machine learning to detect equipment failure☆15Mar 3, 2020Updated 6 years ago
- 自适应的小波阈值降噪☆14Aug 11, 2023Updated 2 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
- 高光谱数据预处理方法python代码☆88Apr 20, 2022Updated 3 years ago
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 6 years ago
- Face Recognition with MTCNN☆10Oct 27, 2019Updated 6 years ago
- 本项目是利用mtcnn网络和facenet网络实现了一个简单的人脸识别功能。整体流程大致如下：首先利用mtcnn网络进行人脸检测和人脸关键点（5个）提取；接着利用人脸关键点进行人脸校正（仿射变换）；然后将校正之后的人脸图片送入facenet网络进行人脸 特征（128维）提取；…☆37Feb 9, 2021Updated 5 years ago
- ☆16Jan 20, 2026Updated 2 months ago
- 风险评分卡全流程建模☆38Jul 25, 2020Updated 5 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
- 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
- DCSFN: Deep Cross-scale Fusion Network for Single Image Rain Removal☆17Aug 25, 2020Updated 5 years ago
- Single Image Deraining using a Recurrent Multi-scale Aggregation and Enhancement Network (ICME'19)☆21Mar 25, 2020Updated 5 years ago
- 🔥🔥🔥Python Yolov8 gesture recognition手势特征识别☆11Dec 23, 2025Updated 2 months ago
- 使用python对高光谱数据进行处理和分类☆12Aug 26, 2020Updated 5 years ago