care_home_incidents

a NHS patient safety incidents dataset: <a href="https://www.england.nhs.uk/patient-safety/report-patient-safety-incident/">https://www.england.nhs.uk/patient-safety/report-patient-safety-incident/</a> dataset that has been synthetically generated against real data

classification

learning

supervised

machine

home

care

incidents

Contains a collection of datasets for working with machine learning tasks.
It will contain datasets for supervised machine learning Jiang (2020)<doi:10.1016/j.beth.2020.05.002> and will include datasets for classification and regression.
The aim of this package is to use data generated around health and other domains.

Gary Hutson

MLDataR

Collection of Machine Learning Datasets for Supervised Machine
Learning

Asif Laldin

Isabella Velásquez

care_home_incidents function

A data frame with 1216 rows and 12 variables:<dl>
 <dt>CareHomeFail</dt>
<dd>a binary indicator to specify whether a certain care home is failing</dd> <dt>WeightLoss</dt>
<dd>aggregation of incidents indicating weight loss in patient</dd> <dt>Medication</dt>
<dd>medication missed aggregaation</dd> <dt>Falls</dt>
<dd>Recorded number of patient falls</dd> <dt>Choking</dt>
<dd>Number of patient choking incidents</dd> <dt>UnexpectedDeaths</dt>
<dd>unexpected deaths in the care home</dd> <dt>Bruising</dt>
<dd>Number of bruising incidents in the care home</dd> <dt>Absconsion</dt>
<dd>Absconding from the care home setting</dd> <dt>ResidentAbuseByResident</dt>
<dd>Abuse conducted by one care home resident against another</dd> <dt>ResidentAbuseByStaff</dt>
<dd>Incidents of resident abuse by staff</dd> <dt>ResidentAbuseOnStaff</dt>
<dd>Incidents of residents abusing staff</dd> <dt>Wounds</dt>
<dd>Unexplained wounds against staff</dd> 
</dl>

Format

a NHS patient safety incidents dataset: <a href='https://www.england.nhs.uk/patient-safety/report-patient-safety-incident/'>https://www.england.nhs.uk/patient-safety/report-patient-safety-incident/</a> dataset that has been synthetically generated against real data

Care Home Incidents — care_home_incidents

A data frame with 1216 rows and 12 variables:<dl>
 <dt>CareHomeFail</dt>
<dd>a binary indicator to specify whether a certain care home is failing</dd>

 <dt>WeightLoss</dt>
<dd>aggregation of incidents indicating weight loss in patient</dd>

 <dt>Medication</dt>
<dd>medication missed aggregaation</dd>

 <dt>Falls</dt>
<dd>Recorded number of patient falls</dd>

 <dt>Choking</dt>
<dd>Number of patient choking incidents</dd>

 <dt>UnexpectedDeaths</dt>
<dd>unexpected deaths in the care home</dd>

 <dt>Bruising</dt>
<dd>Number of bruising incidents in the care home</dd>

 <dt>Absconsion</dt>
<dd>Absconding from the care home setting</dd>

 <dt>ResidentAbuseByResident</dt>
<dd>Abuse conducted by one care home resident against another</dd>

 <dt>ResidentAbuseByStaff</dt>
<dd>Incidents of resident abuse by staff</dd>

 <dt>ResidentAbuseOnStaff</dt>
<dd>Incidents of residents abusing staff</dd>

 <dt>Wounds</dt>
<dd>Unexplained wounds against staff</dd>

 
</dl>

care_home_incidents: Care Home Incidents

Description

Usage

Arguments

Format

Examples