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Covertype
Classification of pixels into 7 forest cover types based on attributes such as elevation, aspect, slope, hillshade, soil-type, and more.
ILPD (Indian Liver Patient Dataset)
Death by liver cirrhosis continues to increase, given the increase in alcohol consumption rates, chronic hepatitis infections, and obesity-related liver disease. Notwithstanding the high mortality of this disease, liver diseases do not affect all sub-populations equally. The early detection of pathology is a determinant of patient outcomes, yet female patients appear to be marginalized when it comes to early diagnosis of liver pathology. The dataset comprises 584 patient records collected from the NorthEast of Andhra Pradesh, India. The prediction task is to determine whether a patient suffers from liver disease based on the information about several biochemical markers, including albumin and other enzymes required for metabolism.
Algerian Forest Fires
The dataset includes 244 instances that regroup a data of two regions of Algeria.
Fertility
100 volunteers provide a semen sample analyzed according to the WHO 2010 criteria. Sperm concentration are related to socio-demographic data, environmental factors, health status, and life habits
Nursery
Nursery Database was derived from a hierarchical decision model originally developed to rank applications for nursery schools.
Autistic Spectrum Disorder Screening Data for Children
Children screening data for autism suitable for classification and predictive tasks
Census-Income (KDD)
This data set contains weighted census data extracted from the 1994 and 1995 current population surveys conducted by the U.S. Census Bureau.
HARTH
The Human Activity Recognition Trondheim (HARTH) dataset is a professionally-annotated dataset containing 22 subjects wearing two 3-axial accelerometers for around 2 hours in a free-living setting. The sensors were attached to the right thigh and lower back. The professional recordings and annotations provide a promising benchmark dataset for researchers to develop innovative machine learning approaches for precise HAR in free living.
Chess (King-Rook vs. King-Pawn)
King+Rook versus King+Pawn on a7 (usually abbreviated KRKPA7).
Dataset based on UWB for Clinical Establishments
The authors come forth with a data set acquired from an intelligent surveillance system based on the bleeding edge technology – Ultra wide band technology. The intelligent surveillance system is proposed to prefect the movement of patients in and out of hospitals and other clinical establishments. The raw data is amassed from UWB anchors and tags affixed in the clinical arena using a wearable tag. The chronophagous behaviour of following up on the records of patients with respect to their arrival and departure manually is abhorred using the proposed surveillance system. The data described in the manuscript is a result of the system implemented in an area of 12.5m X 16.5m inside a hospital premises.
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