Dataset:heart disease心脏病数据集的简介、下载、使用方法之详细攻略 目录 heart disease心脏病数据集的简介 1、数据集简介 heart disease心脏病数据集的下载 heart disease心脏病数据集的使用方法 heart disease心脏病数据集的简介 预测患者的病情,同时指出哪些变量对心脏病的可能性有显著影响。 最初,数据集来自美国疾...
kaggle项目---Heart Disease 主要利用了随机森林来训练模型,同时分析了各个属性的权重及对预测结构的影响 importnumpyasnpimportpandasaspdimportmatplotlib.pyplotaspltimportseabornassns#for plottingfromsklearn.ensembleimportRandomForestClassifier#for the modelfromsklearn.treeimportDecisionTreeClassifierfromsklearn.treeim...
This dataset gives a number of variables along with a target condition of having or not having heart disease. Below, the data is first used in a simple random forest model, and then the model is investigated using ML explainability tools and techniques. 该数据集提供了许多变量以及患有或不患有...
Kaggle自己贴出了两种解决方案,一种是基于傅里叶分析的方法,另外一种是在Caffe平台上实现的基于全卷积神经网络的方法。我只稍微看了一下第二种,它在使用NDSB2的数据集进行训练之前先找了一个Sunnybrook dataset来进行训练,相当于增大了数据集,效果应该是提升了不少。 畅享全文阅读体验 扫码后在手机中选择通过第三方...
原数据地址:https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset?datasetId=1120859&sortBy=voteCount&select=healthcare-dataset-stroke-data.csv 导入库 代码语言:javascript 复制 importnumpyasnpimportpandasaspd # 绘图importmatplotlib.pyplotaspltimportmatplotlib.tickerasmtickimportmatplotlib.gridspe...
kaggle实战:机器学习建模预测肾脏疾病 本文是针对kaggle上面一份肾脏疾病数据的建模 原数据集地址: https://www.kaggle.com/datasets/mansoordaku/ckdisease?datasetId=1111&sortBy=voteCount 结果 先看看最终的结果对比: KNN是分数最低的;LGBM第一。一般在kaggle,分类问题LGBM高频使用,且效果一般都比较好 ...
Explore and run machine learning code with Kaggle Notebooks | Using data from Heart Disease Prediction Dataset
heart-disease-prediction-rf-model-85-acc.ipynb heart-failure.ipynb icr-eda-and-lr-model.ipynb influence-of-bmi-on-ios-on-children.ipynb labor-supply-dataset-analysis.ipynb lpga-2022-player-performance-eda.ipynb machine-failure-predictions.ipynb mgus-unraveling-gammopathy-s-path.ipynb mp...
After applying Exploratory Data Analysis and Feature Engineering, the stroke prediction is done by using ML algorithms including Ensembling methods. 100% accuracy is reached in this notebook. The dataset is taken fromhttps://www.kaggle.com/datasets/jillanisofttech/brain-stroke-dataset. Also, the no...
Prediction Dataset | Kaggle). This dataset has created by combining different datasets already available independently but not combined before. In this dataset, 5 heart datasets are combined over 11 common features which makes it the largest heart disease dataset available so far for research purposes...