Uci dataset. To convert values in kWh values must be divided by 4.
Aug 18, 2020 · Screenshot from UCI Breast-Cancer-Wisconsin-Original. At present multi-class labels are unavailable, given the costs associated with data annotation. Feb 29, 2020 · This dataset is licensed under a Creative Commons Attribution 4. #41 (slope) 12. This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given. Each column in the table is a particular voice measure, and each row corresponds one of 195 voice recording from these individuals ("name" column). Nov 4, 2018 · Discover datasets around the world! The data used in this study were gathered from 188 patients with PD (107 men and 81 women) with ages ranging from 33 to 87 (65. Classification, Clustering Multivariate, Sequential, Time-Series Dec 9, 2012 · This dataset is licensed under a Creative Commons Attribution 4. . Jun 30, 1991 · The analysis determined the quantities of 13 constituents found in each of the three types of wines. Flexible Data Ingestion. Some clients were created after 2011. Jun 30, 1992 · This dataset is licensed under a Creative Commons Attribution 4. S. Aug 13, 2023 · The given information is about the Secondary Mushroom Dataset, the Primary Mushroom Dataset used for the simulation and the respective metadata can be found in the zip. 36-81. The Heterogeneity Human Activity Recognition (HHAR) dataset from Smartphones and Smartwatches is a dataset devised to benchmark human activity recognition algorithms (classification, automatic data segmentation, sensor fusion, feature extraction, etc. However, this was not deemed relevant for StatLog purposes, so the order of the examples in the original dataset was randomised, and a portion of the original dataset removed for validation purposes. In these cases consumption were considered zero. Mar 12, 2015 · Data set has no missing values. 11°C, - Ambient Pressure (AP) in the range 992. UCI ML Repo is a project sponsored by NSF to increase awareness and usability of the UCI machine learning dataset repository. May 31, 1997 · This dataset is licensed under a Creative Commons Attribution 4. The 33 features consist of gender, age, ethnicity, ambiant temperature, humidity, distance, and other temperature readings from the thermal images. The dataset contains 9358 instances of hourly averaged responses from an array of 5 metal oxide chemical sensors embedded in an Air Quality Chemical Multisensor Device. This dataset was created segmenting 60 audio records belonging to 4 different families, 8 genus, and 10 species. #32 (thalach) 9. Aug 16, 2009 · The dataset (movement_libras) contains 15 classes of 24 instances each, where each class references to a hand movement type in LIBRAS. What is the UCI Machine Learning Repository? The UCI Machine Learning Repository is a database of machine learning problems that you can access for free. #19 (restecg) 8. 10 fold cross validation was used and the This dataset is licensed under a Creative Commons Attribution 4. Dec 14, 2022 · This dataset is a six dimensional array of joint angle data: 10 subjects x 3 conditions x 10 replications x 2 legs x 3 joints x 101 time points. Explore Popular Topics Like Government, Sports, Medicine, Fintech, Food, More. Email oir@uci. Nov 29, 2012 · This dataset is licensed under a Creative Commons Attribution 4. Email assess@uci. One class is linearly separable from the other 2; the latter are not linearly separable from each other. This data set includes votes for each of the U. 89-1033. Dec 31, 1997 · This dataset is licensed under a Creative Commons Attribution 4. The age of abalone is determined by cutting the shell through the cone, staining it, and counting the number of rings through a microscope -- a boring and time-consuming task. You add column names to your DataFrame with the . Aug 29, 2020 · The dataset consists of 10 000 data points stored as rows with 14 features in columns UID: unique identifier ranging from 1 to 10000 product ID: consisting of a letter L, M, or H for low (50% of all products), medium (30%) and high (20%) as product quality variants and a variant-specific serial number air temperature [K]: generated using a random walk process later normalized to a standard This dataset is licensed under a Creative Commons Attribution 4. Tabular. This latter class was combined with the poisonous one. Contact the Assessment team. Here, you can donate and find datasets used by millions of people all around the world! Mar 3, 2024 · PhiUSIIL Phishing URL Dataset is a substantial dataset comprising 134,850 legitimate and 100,945 phishing URLs. The original dataset is available in the file "auto-mpg. Oct 3, 2018 · This dataset is licensed under a Creative Commons Attribution 4. The experiment used randomized blocks, arranged in a split-plot scheme, with four replications. The device was located on the field in a significantly polluted area, at road level,within an Italian city. A dataset created from a higher education institution (acquired from several disjoint databases) related to students enrolled in different undergraduate degrees, such as agronomy, design, education, nursing, journalism, management, social service, and technologies. g. 26-495. ) in real-world contexts; specifically, the dataset is gathered with a variety of different device models and This data set includes descriptions of hypothetical samples corresponding to 23 species of gilled mushrooms in the Agaricus and Lepiota Family (pp. #3 (age) 2. , SVM). #4 (sex) 3. In line with the use by Ross Quinlan (1993) in predicting the attribute "mpg", 8 of the original instances were removed because they had unknown values for the "mpg" attribute. The dataset was created in a project that aims to contribute to the reduction of academic dropout and failure in higher education, by using machine learning techniques to identify students at risk at an early stage of their academic path, so that strategies to support them can be put into place. org and then some preprocessing and validation performed on them. Iris. The data set contains 3 classes of 50 instances each, where each class refers to a type of iris plant. #9 (cp) 4. Contact the Institutional Research team. #44 (ca) 13. The included ECG data provides heart rate ground truth. 535 Aldrich Hall, Irvine, CA 92697. This dataset is licensed under a Creative Commons Attribution 4. Dec 31, 1990 · This dataset is licensed under a Creative Commons Attribution 4. The classification goal is to predict if the client will subscribe (yes/no) a term deposit (variable y). Dec 19, 2013 · This dataset is licensed under a Creative Commons Attribution 4. It is a multilabel dataset with three columns of labels. Repository for Analysis of data hosted on UCI Machine Learning Archives - UCI-Data-Analysis/Boston Housing Dataset/Boston Housing/UCI Machine Learning Repository_ Housing Data Set. Oct 28, 2023 · We present a dataset obtained from forty soybean cultivars planted in subsequent seasons. The source image dataset is lost. Jun 21, 2012 · This dataset is licensed under a Creative Commons Attribution 4. Welcome to the UC Irvine Machine Learning Repository. ) Oct 6, 2009 · This dataset is licensed under a Creative Commons Attribution 4. Hedwig in Regensburg, Germany. #12 (chol) 6. A small classic dataset from Fisher, 1936. #16 (fbs) 7. Heterogeneity Activity Recognition. This data set consists of three types of entities: (a) the specification of an auto in terms of various characteristics, (b) its assigned insurance risk rating, (c) its normalized losses in use as compared to other cars. The raw electrocardiogram (ECG), photoplethysmograph (PPG), and arterial blood pressure (ABP) signals are originally collected from the physionet. 56 cm Hg - Net hourly electrical energy output (EP) 420. 9). 0) g) concavity (severity of concave Dec 9, 2012 · This dataset is licensed under a Creative Commons Attribution 4. For beginners, you can get everything you need and more in terms of datasets to practice on from the UCI Machine Learning Repository. All time labels report to Portuguese hour. Download Open Datasets on 1000s of Projects + Share Projects on One Platform. The output to predict is the measurement of 'pH, water, unfiltered, field, standard units (Median)'. House of Representatives Congressmen on the 16 key votes identified by the CQA. edu. The 35 features consist of some demographics, lab test results, and answers to survey questions for each patient. Dec 13, 2022 · - Despite being present in the original dataset, we do not include the columns Project, Case_ID, and Primary_Diagnosis columns in the preprocessed dataset. In this dataset, the most frequently mutated 20 genes and 3 clinical features are considered from TCGA-LGG and TCGA-GBM brain glioma projects. Many people deserve thanks for making the repository a success. - Age_at_diagnosis feature values were converted from string to continuous value by adding day information to the corresponding year information in the dataset as a floating-point number for This dataset is licensed under a Creative Commons Attribution 4. Mar 25, 2014 · Discover datasets around the world! Features consist of hourly average ambient variables - Temperature (T) in the range 1. Jul 2, 2015 · We use the following representation to collect the dataset age - age bp - blood pressure sg - specific gravity al - albumin su - sugar rbc - red blood cells pc - pus cell pcc - pus cell clumps ba - bacteria bgr - blood glucose random bu - blood urea sc - serum creatinine sod - sodium pot - potassium hemo - hemoglobin pcv - packed cell volume wc - white blood cell count rc - red blood cell Discover datasets around the world! The examples in the original dataset were in time order, and this time order could presumably be relevant in classification. 76 MW The averages are taken This is one of the earliest datasets used in the literature on classification methods and widely used in statistics and machine learning. 10 fold cross validation was used and the Dec 6, 2014 · This dataset is licensed under a Creative Commons Attribution 4. dataset_doi: DOI registered for dataset that links to UCI repo dataset page; creators: List of dataset creator names; intro_paper: Information about dataset's published introductory paper; repository_url: Link to dataset webpage on the UCI repository; data_url: Link to raw data file; additional_info: Descriptive free text about dataset Sep 13, 2020 · This dataset is licensed under a Creative Commons Attribution 4. 0 International (CC BY 4. The archive was created as an ftp archive in 1987 by UCI PhD student David Aha. Sep 25, 2023 · The Diabetes Health Indicators Dataset contains healthcare statistics and lifestyle survey information about people in general along with their diagnosis of diabetes. 81°C and 37. Feb 4, 2020 · A detailed description of the dataset can be found in the Dataset section of the following paper: Davide Chicco, Giuseppe Jurman: "Machine learning can predict survival of patients with heart failure from serum creatinine and ejection fraction alone". Scroll down a bit on the page of a data set on UCI, and you will find the Attribute information. Explore the datasets by task, variant, or similarity, and find related datasets and papers. Discover datasets around the world! This data set consists of three types of entities: (a) the specification of an auto in terms of various characteristics, (b) its assigned insurance risk rating, (c) its normalized losses in use as compared to other cars. #58 (num) (the predicted attribute) Complete attribute documentation: 1 id: patient identification number 2 ccf: social security number (I Oct 31, 1995 · This dataset is licensed under a Creative Commons Attribution 4. #58 (num) (the predicted attribute) Complete attribute documentation: 1 id: patient identification number 2 ccf: social security number (I 1) ID number 2) Diagnosis (M = malignant, B = benign) 3-32) Ten real-valued features are computed for each cell nucleus: a) radius (mean of distances from center to points on the perimeter) b) texture (standard deviation of gray-scale values) c) perimeter d) area e) smoothness (local variation in radius lengths) f) compactness (perimeter^2 / area - 1. Each video is represented by two files: a raw file, which contains the position of hands, wrists, head and spine of the user in each frame; and a processed file, which contains velocity and acceleration of hands and wrists. #58 (num) (the predicted attribute) Complete attribute documentation: 1 id: patient identification number 2 ccf: social security number (I May 2, 2014 · The dataset represents ten years (1999-2008) of clinical care at 130 US hospitals and integrated delivery networks. pdf at master · rupakc/UCI-Data-Analysis This dataset is composed of a range of biomedical voice measurements from 31 people, 23 with Parkinson's disease (PD). Mar 21, 2023 · Attribute Information: The dataset consists of 15169480 data points collected at 1Hz from February to August 2020 and is described by 15 features from 7 analogue (1-7) and 8 digital (8-15) sensors: 1. Jun 17, 2014 · The dataset is composed by features extracted from 7 videos with people gesticulating, aiming at studying Gesture Phase Segmentation. UC Office of the President (UCOP) UC Irvine Strategic Plan. 0) license. We use the following representation to collect the dataset age - age bp - blood pressure sg - specific gravity al - albumin su - sugar rbc - red blood cells pc - pus cell pcc - pus cell clumps ba - bacteria bgr - blood glucose random bu - blood urea sc - serum creatinine sod - sodium pot - potassium hemo - hemoglobin pcv - packed cell volume wc - white blood cell count rc - red blood cell Dec 9, 2012 · This dataset is licensed under a Creative Commons Attribution 4. 4 Features. Feb 11, 2014 · This dataset is licensed under a Creative Commons Attribution 4. Nov 30, 1995 · This dataset is licensed under a Creative Commons Attribution 4. Accept Read Policy The Project About Us CML National Science Foundation Nov 2, 2014 · This dataset is licensed under a Creative Commons Attribution 4. Jul 31, 1990 · This dataset is licensed under a Creative Commons Attribution 4. 56% to 100. Jun 23, 1994 · Since the trains dataset records relations between attributes, this transformation was somewhat challenging. The analysis determined the quantities of 13 constituents found in each of the three types of wines. This provides the names for the features in the corresponding data set. 500-525). We currently maintain 668 datasets as a service to the machine learning community. The following variables were collected: plant height, insertion of the first pod, number of stems, number of legumes per plant, number of grains per pod Sep 14, 2023 · This dataset comprises 9105 individual critically ill patients across 5 United States medical centers, accessioned throughout 1989-1991 and 1992-1994. ) in real-world contexts; specifically, the dataset is gathered with a variety of different device models and use-scenarios, in order to reflect Dec 31, 1997 · Discover datasets around the world!-- Complete attribute documentation: 1 Age: Age in years , linear 2 Sex: Sex (0 = male; 1 = female) , nominal 3 Height: Height in centimeters , linear 4 Weight: Weight in kilograms , linear 5 QRS duration: Average of QRS duration in msec. Corresponding patterns in different feature sets (files) correspond to the same original character. Each species is identified as definitely edible, definitely poisonous, or of unknown edibility and not recommended. #51 (thal) 14. ) in real-world contexts; specifically, the dataset is gathered with a variety of different device models and use-scenarios, in order to reflect Jan 4, 2024 · The RT-IoT2022, a proprietary dataset derived from a real-time IoT infrastructure, is introduced as a comprehensive resource integrating a diverse range of IoT devices and sophisticated network attack methodologies. This is one of the earliest datasets used in the literature on classification methods and widely used in statistics and machine learning. Mar 14, 2020 · This dataset is licensed under a Creative Commons Attribution 4. This dataset encompasses both normal and adversarial network behaviours, providing a general representation of real-world scenarios. Five Xsens MTx units are used on the torso, arms, and legs. Now we can add those to our DataFrame. Apr 30, 1996 · This dataset is licensed under a Creative Commons Attribution 4. In the video pre-processing, a time normalization is carried out selecting 45 frames from each video, in according to an uniform distribution. However, it may shed some insight on this problem for people who are more familiar with the simple one-instance-per-line dataset format. Here, you can donate and find datasets used by millions of people all around the world! Discover datasets around the world! Only 14 attributes used: 1. Aug 18, 1991 · This dataset is licensed under a Creative Commons Attribution 4. Classification. Jul 26, 2015 · The main goal of this data set is providing clean and valid signals for designing cuff-less blood pressure estimation algorithms. The first 200 patterns are of class `0', followed by sets of 200 patterns for each of the classes `1' - `9'. To convert values in kWh values must be divided by 4. This multimodal dataset features physiological and motion data, recorded from both a wrist- and a chest-worn device, of 15 subjects while performing a wide range of activities under close to real-life conditions. Jul 29, 2019 · PPG-DaLiA is a publicly available dataset for PPG-based heart rate estimation. May 14, 1990 · This dataset is licensed under a Creative Commons Attribution 4. ) Sep 28, 2012 · This dataset is licensed under a Creative Commons Attribution 4. Each column represent one client. Aug 2, 2007 · This dataset is licensed under a Creative Commons Attribution 4. Oct 16, 2016 · This dataset is licensed under a Creative Commons Attribution 4. #10 (trestbps) 5. Oct 2, 2008 · This dataset is licensed under a Creative Commons Attribution 4. One of the earliest known datasets used for evaluating classification methods. Jul 7, 2013 · The dataset comprises motion sensor data of 19 daily and sports activities each performed by 8 subjects in their own style for 5 minutes. csv with 10% of the examples and 17 inputs, randomly selected from 3 (older version of this dataset with less inputs). Discover datasets around the world! Predicting the age of abalone from physical measurements. A collection of over 550 datasets for various machine learning tasks, with benchmarks, papers, code, and results. See full list on github. I had a list of what the 30 or so variables were, but a. Since that time, it has been widely used by students, educators, and researchers all over the world as a primary source of machine learning datasets. Values are in kW of each 15 min. The RT-IoT2022, a proprietary dataset derived from a real-time IoT infrastructure, is introduced as a comprehensive resource integrating a diverse range of IoT devices and sophisticated network attack methodologies. Classification, Regression, Causal-Discovery Multivariate, Time-Series This dataset is licensed under a Creative Commons Attribution 4. By using the UCI Machine Learning Repository, you acknowledge and accept the cookies and privacy practices used by the UCI Machine Learning Repository. columns property on the DataFrame. The data set shared here contains 16,259 spurious examples caused by RFI/noise, and 1,639 real pulsar examples. Discover datasets around the world! Only 14 attributes used: 1. However all days present 96 measures (24*4). The dataset was formed so that each session would belong to a different user in a 1-year period to avoid any tendency to a specific campaign, special day, user profile, or period. , linear 7 Q-T interval: Average duration The AI4I 2020 Predictive Maintenance Dataset is a synthetic dataset that reflects real predictive maintenance data encountered in industry. The CQA lists nine different types of votes: voted for, paired for, and announced for (these three simplified to yea), voted against, paired against, and announced against (these three simplified to nay), voted present, voted present to avoid conflict of interest Feb 14, 2017 · Discover datasets around the world! date time year-month-day hour:minute:second Appliances, energy use in Wh lights, energy use of light fixtures in the house in Wh T1, Temperature in kitchen area, in Celsius RH_1, Humidity in kitchen area, in % T2, Temperature in living room area, in Celsius RH_2, Humidity in living room area, in % T3, Temperature in laundry room area RH_3, Humidity in Jul 6, 1993 · This dataset is a slightly modified version of the dataset provided in the StatLib library. Dataset Characteristics Feb 23, 2017 · This dataset was used in several classifications tasks related to the challenge of anuran species recognition through their calls. #58 (num) (the predicted attribute) Complete attribute documentation: 1 id: patient identification number 2 ccf: social security number (I This dataset is licensed under a Creative Commons Attribution 4. The prediction task is to determine whether a patient is LGG or GBM with a given clinical and molecular/mutation features. Features are extracted from the source code of the webpage and URL. 30 milibar, - Relative Humidity (RH) in the range 25. Learn about the team, the repository, and the community outreach efforts of this project. Sep 13, 2020 · This dataset is licensed under a Creative Commons Attribution 4. Discover datasets around the world! AI4I 2020 Predictive Maintenance Dataset. com Iris. Using the pixel-dataset (mfeat-pix) sampled versions of the original images may be obtained (15 x 16 UC Irvine Office of the Provost. Oct 5, 2019 · This dataset is licensed under a Creative Commons Attribution 4. Feb 3, 1995 · This dataset is licensed under a Creative Commons Attribution 4. The smallest datasets are provided to test more computationally demanding machine learning algorithms (e. I think that the initial data set had around 30 variables, but for some reason I only have the 13 dimensional version. #40 (oldpeak) 11. 1±10. 16% - Exhaust Vacuum (V) in teh range 25. Multiple abdominal B-mode ultrasound images were acquired for most patients, with the number of views varying from 1 to 15. The second rating corresponds to the degree to which the auto is more risky than its price indicates. The data were recored from ten subjects under three different conditions: normal (unbraced) walking on a treadmill, walking on a treadmill with a knee-brace on the right knee, and walking on a 4) bank. Feb 13, 2017 · Here the legitimate pulsar examples are a minority positive class, and spurious examples the majority negative class. Nov 18, 2008 · Baseline Results: Pre-processing objects were applied to the dataset simply to standardize the data and remove the constant features and then a number of different feature selection objects selecting 40 highest ranked features were applied with a simple classifier to achieve some initial results. Classification, Regression, Causal-Discovery Multivariate, Time-Series Nov 20, 2023 · The Infrared Thermography Temperature Dataset contains temperatures read from various locations of inferred images about patients, with the addition of oral temperatures measured for each individual. 150 Instances. Most of the URLs we analyzed, while constructing the dataset, are the latest URLs. #38 (exang) 10. IRAP – Institutional Research, Assessment, and Planning. The dataset consists of feature vectors belonging to 12,330 sessions. Oct 28, 2009 · This dataset is licensed under a Creative Commons Attribution 4. Discover datasets around the world! Predict Students' Dropout and Academic Success. May 14, 2022 · The input features consist of 11 common indices including volume of dissolved oxygen, temperature, and specific conductance (see details in dataset). data-original". This dataset includes 61069 hypothetical mushrooms with caps based on 173 species (353 mushrooms per species). Each row concerns hospital records of patients diagnosed with diabetes, who underwent laboratory, medications, and stayed up to 14 days. The AI4I 2020 Predictive Maintenance Dataset is a synthetic dataset that reflects real predictive maintenance data encountered in industry. This is a transnational data set which contains all the transactions occurring between 01/12/2010 and 09/12/2011 for a UK-based and registered non-store online retail. Dec 6, 2023 · This dataset was acquired in a retrospective study from a cohort of pediatric patients admitted with abdominal pain to Children’s Hospital St. , linear 6 P-R interval: Average duration between onset of P and Q waves in msec. xphqs ymifw xoklee nmjocb rclwjtp nbkua dris oihw hcb hkppqh