威斯康星州乳腺癌数据集是scikitlearm(skleam)库中-一个常用的内置数据集,用于分类任务。该数据集包含了从乳腺癌患者收集的肿瘤特征的测量值,以及相应的良性(benign)或恶性(malignant)标签。以下是对该数据集的简单介绍: 数据集名称:威斯康星州乳腺癌数据集(BreastCancerWisconsinDataset) 数据集来源:数据集最初由威斯康...
Wisconsin breast cancer dataset (WBCD)Wisconsin diagnostic breast cancer (WDBC)The early detection of breast cancer (BC) has a significant impact on reducing the disease's mortality rate. As an effective cost- and time-saving tool, computer-aided diagnosis (CAD) systems have been developed in ...
BreastCancer,Wisconsin, 数据格式: TEXT 数据用途: Classification 数据详细介绍: BreastCancerWisconsin(Original)DataSet Abstract:OriginalWisconsinBreastCancerDatabase DataSet Characteristics: Multivariate Numberof Instances: 699Area:Life Attribute Characteristics: Integer Numberof Attributes: 10 Date Donated 1992-07...
Prognostic Wisconsin Breast Cancer Database 中文关键词：多变量,分类,回归,UCI,威斯康星,乳腺癌,预后性症状,英文关键词：MultiVarite,Classification,Regression,UCI,Wisconsin,Breast Cancer,Prognostic,数据格式：TEXT 数据用途：Classification, Regression 数据详细介绍：Breast Cancer Wisconsin (Prognostic) Data Set ...
BreastCancerWisconsin(Prognostic)DataSet(威斯康星乳腺癌(预后性症状)数据集) 数据摘要: PrognosticWisconsinBreastCancerDatabase 中文关键词:多变量,分类,回归,UCI,威斯康星,乳腺癌,预后性症状, 英文关键词: MultiVarite,Classification,Regression,UCI,Wisconsin,Breast Cancer,Prognostic, 数据格式: TEXT 数据用途: ...
Frequently I use the Wisconsin Breast Cancer Dataset for demonstrating the Data Mining Addins for Office - enough people asked, so I made it available as anExcel 2007 file(free login required). For purists, the original data is available at theMachine Learning repository, which is a great loc...
Breast Cancer Wisconsin (Diagnostic) Data Set Predict whether the cancer is benign or malignant 1.Overview Features are computed from a digitized image of a fine needle aspirate (FNA) of a breast mass. They describe characteristics of the cell nuclei present in the image. ...
breast-cancer-wisconsin.names 即: 这两个文件,第一个文件(连接)是我们的数据文件,第二个文件(连接)是数据的说明文档。 对于这样的一份数据,我们应该首先阅读说明文档中的内容来对数据有一个基本的了解。 对数据的预处理 我们可以知道文件有11个列,第1个列为id号,第2-10列为特征,11列为标签(2为良性、4为...
BreastCancerWisconsin(Diagnostic)DataSet((诊断) 数据集) 数据摘要: DiagnosticWisconsinBreastCancerDatabase 中文关键词: 机器学习,多变量,分类,UCI,威斯康星,乳腺癌, 英文关键词: MachineLearning,MultiVarite,Classification,UCI,Breast Cancer,Wisconsin, 数据格式: ...
Use the decision tree for classification based on Breast cancer dataset available at https://www.kaggle.com/uciml/breast-cancer-wisconsin-data. 基于Python的可视化参考:DT可视化工具graphviz,python接口工具为pydotplus,需要提前安装graphviz并添加PATH到环境变量中,之后利用pydotplus可视化sklearn中的DT结果。http:...