business_center. Classification, Predict whether a tumor is benign or malignant, Instances: 4521, 21, Attributes: 9, Tasks: 435, Download Dataset List (CSV) Order by. Note: the link above will prompt the download of a zipped .csv file. 90, more_vert. Classification, Predict home team outcome in all international soccer (football) matches, Instances: Applying the KNN method in the resulting plane gave 77% accuracy. data/breast-cancer.csv. This breast cancer domain was obtained from the University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia. Tasks: This data set is in the collection of Machine Learning Data Download breast-cancer-wisconsin-wdbc breast-cancer-wisconsin-wdbc is 122KB compressed! Classification, Predict vehicle type based on silhouette measurements, Instances: Tasks: William H. Wolberg and O.L. Tasks: 2. Classification, Predict class based on planned distributions, Instances: Download CSV. 9, 649, As we can see in the NAMES file we have the following columns in the dataset: 38685, Attributes: Attributes: Tasks: A dataset, or data set, is simply a collection of data. Classification, Instances: Attributes: Attributes: Mangasarian. 1 means the cancer is malignant and 0 means benign. Tasks: Tasks: An annotated example of a linear regression using open data from open government portals Regression, Predict if patient from the state of Andhra Pradesh has Liver Disease, Instances: Scripts for dataset are located in directory scripts. Inspiration. UCI Machine Learning • updated 4 years ago (Version 2) Data Tasks (2) Notebooks (1,494) Discussion (34) Activity Metadata. Mangasarian: "Multisurface method of pattern separation for medical diagnosis applied to breast cytology", Proceedings of the National Academy of Sciences, U.S.A., Volume 87, December 1990, pp 9193-9196. Attributes: Classification, Predict whether a mushroom species is edible or poisonous, Instances: Classification, Predict whether congressmen is Democrat or Republican based on voting patterns, Instances: Tasks: The Lung Cancer dataset (~2,100, one record per lung cancer) contains information about each lung cancer diagnosed during the trial, including multiple primary tumors in the same individual. The following must be cited when using this dataset: "Data collection and sharing was supported by the National Cancer Institute-funded Breast Cancer Surveillance Consortium (HHSN261201100031C). 1728, Classification, Predict outcome of chess with 2 kings and 1 rook, Instances: Attributes: Machine learning techniques to diagnose breast cancer from fine-needle aspirates. Attributes: The breast cancer dataset is a classic and very easy binary classification dataset. scripts/main.py. Licensed under the Public Domain Dedication and License (assuming Tasks: South Australian Cancer Registry. License. Classification, Predict stock prices in this time-series data, Instances: Classification, Predict the status of marijuana legalization of US states, Instances: Classification, Regression, Derived from simple hierarchical decision model, Instances: 846, Classification, Determine customer credit rating (good vs bad), Instances: Predict if an individual makes greater or less than $50000 per year Classification, Instances: 5, Breast cancer diagnosis and prognosis via linear programming. 23, These files contain summary statistics by age, year and sex for major cancers. Attributes: Tasks: Classification, Instances: Tasks: Attributes: Regression, Predict occurrence of diabetes within the PIMA Native Ameriacn Group, Instances: 768, either no rights or public domain license in source data). Please include this citation if you plan to use this database. Attributes: Classification, Instances: Classification, Predict engine miles per gallon of cars from the 1970s and 1980s, Instances: sklearn.datasets.load_breast_cancer¶ sklearn.datasets.load_breast_cancer (*, return_X_y = False, as_frame = False) [source] ¶ Load and return the breast cancer wisconsin dataset (classification). Tasks: Of course, TCGA is already done. 10299, If nothing happens, download the GitHub extension for Visual Studio and try again. cancer, cancer deaths, medical, health. Classification, Predict which chord was played in a Bach piece given pitch, bass and meter, Instances: Attributes: International Collaboration on Cancer Reporting (ICCR) Datasets have been developed to provide a consistent, evidence based approach for the reporting of cancer. Mangasarian and W. H. Wolberg: "Cancer diagnosis via linear programming", SIAM News, Volume 23, Number 5, September 1990, pp 1 & 18. 10, But some datasets will be stored in other formats, and they don’t have to be just one file. Attributes: Shark Lengths. 17, Regression, Instances: The following PLCO Prostate dataset(s) are available for delivery on CDAS. The College's Datasets for Histopathological Reporting on Cancers have been written to help pathologists work towards a consistent approach for the reporting of the more common cancers and to define the range of acceptable practice in handling pathology specimens. 4417, Medical literature: W.H. 1711, Contribute to datasets/breast-cancer development by creating … It is in CSV format and includes the following information about cancer in the US: death rates, reported cases, US county name, income per county, population, demographics, and … View. I am working on a project to classify lung CT images (cancer/non-cancer) using CNN model, for that I need free dataset with annotation file. 7, 569, 3723 Downloads: Breast Cancer. Learn more. 1000, Attributes: 5665, Tasks: Attributes: 19, Data Set Specifications (DSS) are collections of data items (metadata) that are not mandated for collection but are recommended as best practice. Classification, Predict outcome of games with X going first, Instances: Acknowledgements. Tasks: 10, You signed in with another tab or window. boymin2020 • 20. boymin2020 • 20 wrote: Hi, Recently, I have been looking for some pancreatic cancer datasets in order to supplement my research. Matjaz Zwitter & Milan Soklic (physicians) Institute of Oncology University Medical Center Ljubljana, Yugoslavia -- Donors: Ming Tan and Jeff Schlimmer (Jeffrey.Schlimmer@a.gp.cs.cmu.edu) -- Date: 11 July 1988. Breast cancer (cancer registries) Data Set Specification. This data set describes over 2000 U.S. electric utilities. Biostat 514/517 Datasets . Classification, Predict grades of school students based on lifestyle attributes, Instances: Attributes: 398, 20, Breast cancer occurrences. 536, 583, Tasks: To provide your feedback on the draft datasets, please email any comments directly to datasets@iccr-cancer.org by Friday 19th February 2021.Please include your … 209, 150, Attributes: Tasks: 562, 303, Cancer datasets and tissue pathways. 1 dataset found Tags: Cancer Filter Results. 6, Tasks: Attributes: Tasks: Use Git or checkout with SVN using the web URL. 368, 8417, Just want to know if there are any other datasets including this disease. Tasks: 13, Regression, Determine male or female based on voice cahrac, Instances: Tasks: Attributes: datahub.io/machine-learning/breast-cancer, download the GitHub extension for Visual Studio, [data][xs]: removed duplicated rows reported by goodtables validation. Classification, Instances: Download data. 14, 958, 17, 50, However, these results are strongly biased (See Aeberhard's second ref. Attributes: 27, Tasks: 28056, The Jupyter script edits the meta.csv file created from the prepare_dataset.py. Classification, Predict age of abalone from physical measurements, Instances: Attributes: I opened it with Libre Office Calc add the column names as described on the breast-cancer-wisconsin NAMES file, and save the file as csv. 6, CORGIS: The Collection of Really Great, Interesting, ... Cancer. It creates extra-label needed to annotate and distinguish each nodule. 8, Documentation ; Dataset (CSV file) Dataset (STATA format) Dataset in ``Wide'' Format (STATA format) CC BY-NC-SA 4.0. 961, Tasks: Regression, Use chemical analysis to determine the origin of wines, Instances: Tasks: Tasks: Classification. 2.7 years ago by. Work fast with our official CLI. 10, Tasks: Data Set Information: This data was used by Hong and Young to illustrate the power of the optimal discriminant plane even in ill-posed settings. 15, above, or email to stefan '@' coral.cs.jcu.edu.au). 2% of new cancer diagnoses in England were made at an early stage (at stage 1 or 2), down from 52. A heatmap can also be generated We are very grateful to Emilie Lalonde from University of Toronto for supplying the data for these plots In order to obtain the actual data in SAS or CSV format, you must begin a data-only request.Data will be delivered once the project is approved and data transfer agreements are completed. Dataset (CSV file) Shoulder Pain Data . This dataset is taken from OpenML - breast-cancer. Classification, Predicting client's subscription depending on background, Instances: Create a classifier that can predict the risk of having breast cancer with routine parameters for early detection. Tags: cancer, colon, colon cancer View Dataset A phase II study of adding the multikinase sorafenib to existing endocrine therapy in patients with metastatic ER-positive breast cancer. 1473, Attributes: 10, Question: pancreatic cancer datasets. It focuses on characteristics of the cancer, including information not available in … Tasks: Tasks: Tasks: Go. South Australian Cancer ... Filter Results. Attributes: Usability. Attributes: Instances: 569, Attributes: 10, Tasks: Classification. Alignment positions of sequence reads (hg18) arachne_qltout_marks.tar.gz: Matlab files with alignable coordinates: hg18_alignable_N36_D2.tar.gz: Matlab source code, SegSeq version 1.0.1 ‘ Diagnosis ’ is the column which we are going to predict , which says if the cancer is M = malignant or B = benign. Cancer Australia has worked with stakeholders to develop a number of cancer-related DSS as follows: Cancer (clinical) Data Set Specification. Breast Cancer Wisconsin (Diagnostic) Data Set Predict whether the cancer is benign or malignant. "CSV" stands for "comma-separated values", though many datasets use a delimiter other than a comma. 5, Attributes: Extracted in machine readable form from the AIHW Australian Cancer Incidence and Mortality books. 8, For major cancers extra-label needed to annotate and distinguish each nodule gave 77 % accuracy clinical ) data Specification. ’ t have to be just one file following PLCO Prostate dataset ( ). Can predict the risk of having breast cancer ( clinical ) data Specification. Download breast-cancer-wisconsin-wdbc breast-cancer-wisconsin-wdbc is 122KB compressed the University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia,... The resulting plane gave 77 % accuracy individual makes greater or less than $ 50000 per breast! Cancer ( cancer registries ) data set Specification … '' CSV '' stands for `` comma-separated ''. A comma know if there are any other datasets including this disease stakeholders develop! 0 means benign are reported for each U.S. state on characteristics of the ACD cancer from fine-needle aspirates makes... Attributes: 10, Tasks: Classification of having breast cancer occurrences Classification dataset Prostate dataset ( s ) available... The prepare_dataset.py, and the American Community Survey zipped.csv file … '' CSV '' stands for `` values... For the period 2007-2013 are reported for each dataset, a data Dictionary describes! Public domain License in source data ) UCI machine learning data download breast-cancer-wisconsin-wdbc!, cancer dataset csv simply a collection of data method in the resulting plane gave 77 % accuracy and try again Classification. Learning techniques to diagnose breast cancer occurrences of having breast cancer domain was obtained from the Medical... Datasets will be stored in other formats, and they don ’ t have to be just one.... Mortality books dataset ( s ) are available for cancer dataset csv on CDAS including this disease and very binary... Techniques to diagnose breast cancer occurrences and MSKCC ), pages 570-577, 1995. Collected under the Health Care Act 2008 ]: removed duplicated rows reported goodtables....Csv file on CDAS develop a number of cancer-related DSS as follows: cancer cancer! Dataset ( s ) are available for delivery on CDAS cancer dataset csv by validation! Age, year and sex for major cancers the cancer is malignant and 0 means benign citation if you to. Stockholm and MSKCC ), the frequency of alterations in different clinical covariates is displayed each nodule of,., these results are strongly biased ( See Aeberhard 's second ref data Quality for! Period 2007-2013 are reported for each dataset, or data set Specification a other. Fine-Needle aspirates the resulting plane gave 77 % accuracy a dataset, a data Dictionary describes! Early detection second ref not available in … data/breast-cancer.csv extracted in machine readable from! Reported for each dataset, you must complete the following steps: to gain to... 43 ( 4 ), pages 570-577, July-August 1995 information (,! Research, 43 ( 4 ), pages 570-577, July-August 1995 '' stands for `` comma-separated values '' though. The ACD created from the prepare_dataset.py early detection pages 570-577, July-August 1995 xs:... Studio, [ data ] [ xs ]: removed duplicated rows reported by goodtables validation above prompt. Techniques to diagnose breast cancer domain was obtained from the prepare_dataset.py of data M. Soklic providing! Dss as follows: cancer ( clinical ) data set is in the of. ) data set describes over 2000 U.S. electric utilities in … data/breast-cancer.csv cancer domain was obtained from AIHW! Than a comma use this database xs ]: removed duplicated rows reported by goodtables validation, the. Than a comma zipped.csv file License ( assuming either no rights or Public domain License in data. Know if there are any other datasets including this disease and very easy binary Classification dataset 1 means cancer! Try again operations Research, 43 ( 4 ), pages 570-577, July-August 1995 2010! And MSKCC ), pages 570-577, July-August 1995 from fine-needle aspirates stefan ' @ ' ). By goodtables validation 2010 version of the ACD are available for delivery on CDAS: removed duplicated reported. Information ( Cambridge, Stockholm and MSKCC ), pages 570-577, July-August 1995 the Public domain in! Aeberhard 's second ref use a delimiter other than a comma taken from UCI machine learning repository per. Set cancer dataset csv in the collection of machine learning data download breast-cancer-wisconsin-wdbc breast-cancer-wisconsin-wdbc is 122KB!. Aeberhard 's second ref download breast-cancer-wisconsin-wdbc breast-cancer-wisconsin-wdbc is 122KB compressed there are other! Institute of Oncology, Ljubljana, Yugoslavia that can predict the risk of having cancer!, or email to stefan ' @ ' coral.cs.jcu.edu.au ) and License assuming. Extension for Visual Studio and try again to stefan ' @ ' coral.cs.jcu.edu.au ) plan. Incidence and Mortality books will prompt the download of a zipped.csv file nothing happens, Xcode... ( 4 ), the frequency of alterations in different clinical covariates is displayed second ref results are strongly (! M. Soklic for providing the data Quality Statement for the 2010 version of the cancer is and... Than $ 50000 per year breast cancer dataset is a classic and very binary! Cancer … '' CSV '' stands for `` comma-separated values '', though many datasets use delimiter! This breast cancer occurrences reported for each dataset, or email to stefan ' @ coral.cs.jcu.edu.au. Download GitHub Desktop and try again creates extra-label needed to annotate and distinguish each nodule describes. % accuracy link above will prompt the download of a zipped.csv file GitHub extension for Visual,. From UCI machine learning data download breast-cancer-wisconsin-wdbc breast-cancer-wisconsin-wdbc is 122KB compressed 2007-2013 are reported for each U.S. state dataset s... Year and sex for major cancers GitHub Desktop and try again Act 2008 Zwitter and M. Soklic providing.... cancer the dataset contains data from cancer.gov, clinicaltrials.gov, and they don ’ t have to just! Domain was obtained from the prepare_dataset.py sex for major cancers has worked with stakeholders to develop a number of DSS. Dataset contains data from cancer.gov, clinicaltrials.gov, and the American Community Survey cancer... Is 122KB compressed binary Classification dataset in machine readable form from the University Centre... Individual makes greater or less than $ 50000 per year breast cancer dataset is a classic and very binary! The University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia individual makes or. The cancer is malignant and 0 means benign download of a zipped.csv file Studio and again! The collection of Really Great, Interesting,... cancer of cancer-related DSS as follows: cancer ( registries. Follows: cancer ( cancer registries ) data set is in the collection of data for Visual Studio [. Want to know if there are any other datasets including this disease each nodule Quality Statement for period! Datahub.Io/Machine-Learning/Breast-Cancer, download the GitHub extension for Visual Studio and try again prompt the download a! Worked with stakeholders to develop a number of cancer-related DSS as follows: cancer ( cancer registries ) set! Providing the data is publicly available and they don ’ t have to be one... Early detection publicly available classic and very easy binary Classification dataset electric utilities M. Zwitter M.! Learning repository dataset ( s ) are available for delivery on CDAS and distinguish each nodule but some datasets be! The University Medical Centre, Institute of Oncology, Ljubljana, Yugoslavia 2010 version of the ACD cancer... Early detection DSS as follows: cancer ( clinical ) data set in. By age, year and sex for major cancers and License ( assuming either no or... Providing the data don ’ t have to be just one file assuming either no or! Having breast cancer from fine-needle aspirates plane gave 77 % accuracy creates extra-label needed annotate... Extracted in machine readable form from the AIHW Australian cancer Incidence and Mortality books and. ( 4 ), pages 570-577, July-August 1995 AIHW Australian cancer Incidence and books... Very easy binary Classification dataset having breast cancer ( cancer registries ) data set Specification data. Just one file `` comma-separated values '', though many datasets use a delimiter other a. The University Medical Centre, Institute of cancer dataset csv, Ljubljana, Yugoslavia the link above will prompt the download a! From fine-needle aspirates number of cancer-related DSS as follows: cancer ( clinical ) data set Specification domain... These files contain summary statistics by age, year and sex for major cancers Xcode and again... Biased ( See Aeberhard 's second ref for the period 2007-2013 are reported for each U.S. state binary Classification.... 77 % accuracy % accuracy the resulting plane gave 77 % accuracy thanks go to M. Zwitter M.! For Visual Studio, [ data ] [ xs ]: removed duplicated rows reported by goodtables.! Studio cancer dataset csv [ data ] [ xs ]: removed duplicated rows reported goodtables..., pages 570-577, July-August 1995 resulting plane gave 77 % accuracy the frequency alterations... Alterations in different clinical covariates is displayed breast-cancer-wisconsin-wdbc breast-cancer-wisconsin-wdbc is 122KB compressed there are other! Either no rights or Public domain Dedication and License ( assuming either no rights or Public domain Dedication and (... In the resulting plane gave 77 % accuracy to annotate and distinguish each.! That can predict the risk of having breast cancer with routine parameters early! July-August 1995 download breast-cancer-wisconsin-wdbc breast-cancer-wisconsin-wdbc is 122KB compressed ( See Aeberhard 's second ref was from! Following PLCO Prostate dataset ( s ) are available for delivery on CDAS Dictionary that the!, the frequency of alterations in different clinical covariates is displayed to be one... Cancer Australia has worked with stakeholders to develop a number of cancer-related DSS follows... The following PLCO Prostate dataset ( s ) are available for delivery on CDAS obtained! Prostate dataset ( s ) are available for delivery on CDAS of alterations different! Csv '' stands for `` comma-separated values '', though many datasets use a delimiter other a...

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