{"id":18541498,"url":"https://github.com/allanotieno254/supervised-method--decision-trees--algorithms-diabetes-prediction-","last_synced_at":"2025-05-15T04:08:46.154Z","repository":{"id":236078491,"uuid":"791873915","full_name":"AllanOtieno254/Supervised-method--Decision-trees--algorithms-Diabetes-prediction-","owner":"AllanOtieno254","description":"Supervised-method--Decision-trees--algorithms-Diabetes-prediction if either one has diabetes or not","archived":false,"fork":false,"pushed_at":"2024-04-25T14:38:52.000Z","size":127,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-17T08:33:58.478Z","etag":null,"topics":["decision-tree-classifier","googlecolab","jupyter-notebook","pandas-dataframe","pandas-python","supervised-machine-learning","visualization"],"latest_commit_sha":null,"homepage":"https://colab.research.google.com/drive/1mtoRb_vHmiDlSjYq6tVZCMk0OtfwWdmA#scrollTo=8FevcATRpXsr","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AllanOtieno254.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2024-04-25T14:36:20.000Z","updated_at":"2024-04-25T15:19:52.000Z","dependencies_parsed_at":"2024-04-25T15:45:05.830Z","dependency_job_id":null,"html_url":"https://github.com/AllanOtieno254/Supervised-method--Decision-trees--algorithms-Diabetes-prediction-","commit_stats":null,"previous_names":["allanotieno254/supervised-method--decision-trees--algorithms-diabetes-prediction-"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AllanOtieno254%2FSupervised-method--Decision-trees--algorithms-Diabetes-prediction-","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AllanOtieno254%2FSupervised-method--Decision-trees--algorithms-Diabetes-prediction-/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AllanOtieno254%2FSupervised-method--Decision-trees--algorithms-Diabetes-prediction-/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AllanOtieno254%2FSupervised-method--Decision-trees--algorithms-Diabetes-prediction-/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AllanOtieno254","download_url":"https://codeload.github.com/AllanOtieno254/Supervised-method--Decision-trees--algorithms-Diabetes-prediction-/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254270658,"owners_count":22042860,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["decision-tree-classifier","googlecolab","jupyter-notebook","pandas-dataframe","pandas-python","supervised-machine-learning","visualization"],"created_at":"2024-11-06T20:05:14.828Z","updated_at":"2025-05-15T04:08:41.142Z","avatar_url":"https://github.com/AllanOtieno254.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Supervised-method--Decision-trees--algorithms-Diabetes-prediction-\nSupervised-method--Decision-trees--algorithms-Diabetes-prediction if either one has diabetes or not\n\ndiabetes dataset https://www.kaggle.com/datasets/uciml/pima-indians-diabetes-database This data frame contains following columns:\n 1.Pregnancies: This column typically represents the number of times a person has been pregnant. It's a numeric (integer) attribute.\n\n2.Glucose: This column represents the glucose concentration in the blood, often measured in milligrams per deciliter (mg/dL). It's a numeric (continuous) attribute and is an important indicator in diabetes diagnosis.\n\n3.BloodPressure: This column represents the blood pressure of the individual. It's also a numeric (continuous) attribute and is typically measured in millimeters of mercury (mm Hg).\n\n4.SkinThickness: This column represents the thickness of the skinfold at a certain location on the body. It's another numeric (continuous) attribute, which might be used in body composition measurements.\n\n5.Insulin: This column represents the insulin level in the blood, typically measured in microunits per milliliter (µU/mL). It's a numeric (continuous) attribute and is related to glucose metabolism.\n\n6.BMI (Body Mass Index): BMI is a measure of body fat based on an individual's weight in relation to their height. It's a numeric (continuous) attribute, and it's calculated as weight in kilograms divided by the square of height in meters.\n\n7.DiabetesPedigreeFunction: This column is a numeric (continuous) attribute that represents a function designed to measure the likelihood of diabetes based on family hitory. It often accounts for the genetic component of diabetes risk.\n\n8.Age: Age is a numeric (integer) attribute that represents the age of the individual.\n\n9.Outcome: This column is a binary (categorical) attribute that typically represents the target variable or the label in a diabetes prediction task. It often takes two values, such as 0 for \"No Diabetes\" and 1 for \"Diabetes,\" indicating the presence or absence of diabetes in the individual.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fallanotieno254%2Fsupervised-method--decision-trees--algorithms-diabetes-prediction-","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fallanotieno254%2Fsupervised-method--decision-trees--algorithms-diabetes-prediction-","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fallanotieno254%2Fsupervised-method--decision-trees--algorithms-diabetes-prediction-/lists"}