CUNY Academic Commons | Jonathan Asanjarani | Activity https://commons.gc.cuny.edu/members/jona/activity/ Activity feed for Jonathan Asanjarani. Sat, 01 Jan 2050 18:00:18 -0500 https://buddypress.org/?v= en 30 hourly 2 884f6d12912bdde521ce977c0a4dc2c7 Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=157 Tue, 14 Jan 2025 03:34:50 -0500 List of Tables Table 1 Basic Descriptives of the cleveland training data Table 2 Variable descriptives based on heart disease […]

]]> 6e7d555ee21b80aa6ae1cfb49a117750 Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=141 Sun, 05 Jan 2025 20:51:38 -0500 Data Management Plan OverviewOur data management plan ensures the organized, secure, and ethical handling of all project data. We will acquire datasets from the UCI […]

]]> 2e6d3e9591a4711553ba09da297f27dd Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=139 Sun, 05 Jan 2025 20:50:37 -0500 Digital ReferencesSex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public […]

]]> a79b041edb1723d150eddcb4b8758ac4 Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=137 Sun, 05 Jan 2025 20:49:25 -0500 A Note on Technical SpecificationsThis project used Google Collab as the development environment. Google Collab is a cloud-based Python platform providing access to GPUs […]

]]> bd49f996eedfda0953610fa9e6143319 Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=135 Sun, 05 Jan 2025 20:47:32 -0500 Data DictionarySex-Specific and Regional Analysis of Heart Disease Prediction Using Machine LearningAlgorithms: Insights from the UCI Irvine Public Heart […]

]]> 58bbcac17c5895dc4007ce5f7092a079 Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=133 Sun, 05 Jan 2025 20:45:28 -0500 Digital ManifestSex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public […]

]]> 926c11e6becf2c37885852a358df487d Jonathan Asanjarani wrote a new post on the site Exploratory Analysis of Bike Counts, Lanes, and Collisions in New York City https://bikelanestudy.commons.gc.cuny.edu/?p=212 Mon, 30 Dec 2024 19:57:34 -0500 Evaluating Project GreenWave using NYC Open Data What is Project GreenWave? Project GreenWave is New York City’s comprehensive iRead more“”

]]> e6f614780a8936224f66861563ffc6ad Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=115 Sun, 29 Dec 2024 04:11:50 -0500 Discussion & FindingsDiscussion Key findings:              My project leveraged the Cleveland and VA Long Beach datasets, in the “Heart Disease” data […]

]]> fe084d1cb34f0169af4d4d8befe238f4 Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=106 Sun, 29 Dec 2024 04:08:09 -0500 ASCVD (Atherosclerotic Cardiovascular Disease) Risk Score (Cleveland And VA Long Beach) Atherosclerotic Cardiovascular Disease Risk Calculation on Cleveland Dataset The 2013 ASCVD (Atherosclerotic Cardiovascular […]

]]> 1f600126407f21f3844b1b12ef3dfeca Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=99 Sun, 29 Dec 2024 03:58:20 -0500 Male Vs. Female Is the Best Performing Models More Effective for Male vs. Female Population? The highest-performing models were identified in Experiment […]

]]> 092d514d7d183c4597e927eb8ef08d60 Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=84 Sun, 29 Dec 2024 03:49:40 -0500 Transformation 3: Cleveland Only Optimizing Feature Engineering In this third experiment, the focus is on enhancing the feature engineering component to improve model […]

]]> 0e842df0fae88c480da6392af59b6993 Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=57 Sun, 29 Dec 2024 02:35:59 -0500 Transformation 2: Cleveland and VA Long Beach Optimizing Feature Engineering In this second experiment, the focus is on enhancing the feature engineering component to improve model […]

]]> b5f53f65e584a856b8c294c66ba79ccf Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=44 Sun, 29 Dec 2024 02:11:26 -0500 Transformation 1: Cleveland Only Optimizing Feature Engineering  Two custom transformers are applied to the first transformation. The custom transformers, “Log Tr […]

]]> aebd34e51e33e6995d0d542174b84764 Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=12 Sun, 29 Dec 2024 01:51:40 -0500 Exploratory Data Analysis (EDA on X_train, Cleveland Only) Basic Descriptives of the training set: Age: The average age is approximately 54.77 years, ranging from 34 to 77 years. The […]

]]> f4b0d6e6421824a3ccf39364747db78f Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=10 Sun, 29 Dec 2024 01:13:17 -0500 Materials and Methods Data The UCI Machine Learning Repository is a comprehensive resource that provides databases, domain theories, and data generators […]

]]> 94afac9e0ba044f5a3909831e678b70e Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=8 Sun, 29 Dec 2024 01:10:26 -0500 Literature ReviewIntroduction The central focus of my capstone project is to explore the effectiveness of machine learning models in predicting heart […]

]]> 111c31f814308188d770a21bf54022f3 Jonathan Asanjarani created the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://commons.gc.cuny.edu/activity/p/1033292/ Sun, 29 Dec 2024 01:03:23 -0500 42aba4088f4cac5bd354f6578e23c6cf Jonathan Asanjarani wrote a new post on the site Exploratory Analysis of Bike Counts, Lanes, and Collisions in New York City https://bikelanestudy.commons.gc.cuny.edu/?p=131 Tue, 08 Oct 2024 22:14:10 -0400 Exploring Bike Growth in New York City using NYC Open Data New York City Open Data hosts a dataset of bicycle counts collected at keyRead more“”

]]> b3058746e2382e2f0248381cff5f5d58 Jonathan Asanjarani wrote a new post on the site Exploratory Analysis of Bike Counts, Lanes, and Collisions in New York City https://bikelanestudy.commons.gc.cuny.edu/?p=129 Tue, 08 Oct 2024 22:13:25 -0400 Mapping NYC Open Data: Exploring New York City Bike Routes B. Bike Routes of NYC Source: Open Data NYC Description: The New York CityRead more“”

]]> f84f01b543a45004fbf382c65d500f2a Jonathan Asanjarani wrote a new post on the site Exploratory Analysis of Bike Counts, Lanes, and Collisions in New York City https://bikelanestudy.commons.gc.cuny.edu/?p=127 Tue, 08 Oct 2024 22:12:11 -0400 Analyzing Cyclist-Involved Motor Vehicle Collisions Using NYC Open Data The Motor Vehicle Collisions crash table contains details on specific crash eventsRead more“”

]]> 3ccf56ab86351aaa681afced2aeb134a Jonathan Asanjarani wrote a new post on the site Exploratory Analysis of Bike Counts, Lanes, and Collisions in New York City https://bikelanestudy.commons.gc.cuny.edu/?p=122 Tue, 08 Oct 2024 22:09:49 -0400 Analysis Questions:How does bicycle growth affect motor vehicle collisions? How does bicycleRead more“”

]]> c59a792d3f96334fead4cfde986e5951 Jonathan Asanjarani wrote a new post on the site Exploratory Analysis of Bike Counts, Lanes, and Collisions in New York City https://bikelanestudy.commons.gc.cuny.edu/?p=16 Tue, 08 Oct 2024 21:44:20 -0400 ContactJonathanRead more“Contact”

]]> 961fef9343fb7965a0d3670ea56be5a1 Jonathan Asanjarani created the site Exploratory Analysis of Bike Counts, Lanes, and Collisions in New York City https://commons.gc.cuny.edu/activity/p/1014127/ Mon, 07 Oct 2024 23:32:03 -0400 2a212c11280f1a1aadd6626a2b4770ab Jonathan Asanjarani created the site Visualization and Design (S24) https://commons.gc.cuny.edu/activity/p/977581/ Tue, 13 Feb 2024 03:15:02 -0500 f425e678603c780afc55eb68938b7f73 Jonathan Asanjarani became a registered member https://commons.gc.cuny.edu/activity/p/890287/ Mon, 09 Jan 2023 19:48:07 -0500 0f40f740e8606b9f068f99e194c23568 Jonathan Asanjarani wrote a new post on the site Sex-Specific and Regional Analysis of Heart Disease Prediction Using Machine Learning Algorithms: Insights from the UCI Irvine Public Heart Disease Datasets (Cleveland and Long Beach) https://hdprediction.commons.gc.cuny.edu/?p=1 Thu, 18 Oct 2018 23:18:27 -0400 AbstractFor this capstone project, I investigated how well machine learning models can predict heart disease, while also studying how the […]

]]> 4b7b40960f25f3d294bff501969bba68 Jonathan Asanjarani wrote a new post on the site Visualization and Design (S24) https://vizanddesign.commons.gc.cuny.edu/?p=1 Thu, 18 Oct 2018 23:18:27 -0400 Tableau Laboratory Projects Welcome to the Visualization Hub for “Visualization and Design (S24)”! Tableau visualizations crafted by Jonathan Asanjarani. Laboratory projects range from basic charts to advanced dashboards and best practices in data storytelling. Lab 0: Population-Estimates-by-Country-1950-2015-United-Nations Lab 1: Data Prep For this Lab, I cleaned the data structure for a data set containing restaurant recommendations submitted by fellow students.This dataset is unnecessarily dirty because of the way that the questions were asked. Lab 2: Restaurant Recommendation Graphs Lab 3:Restaurant Recommendation […] “Tableau Laboratory Projects”

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