--- a +++ b/README.md @@ -0,0 +1,49 @@ +<div class="sc-cmRAlD dkqmWS"><div class="sc-UEtKG dGqiYy sc-flttKd cguEtd"><div class="sc-fqwslf gsqkEc"><div class="sc-cBQMlg kAHhUk"><h2 class="sc-dcKlJK sc-cVttbi gqEuPW ksnHgj">About Dataset</h2></div></div></div><div class="sc-jgvlka jFuPjz"><div class="sc-gzqKSP ktvwwo"><div style="min-height: 80px;"><div class="sc-etVRix jqYJaa sc-bMmLMY ZURWJ"><h3>Context</h3> +<p>The data set has been collected from the UCI repository .The data was created by a medical expert as a data set to test <br> +the expert system, which will perform the presumptive diagnosis of two <br> +diseases of the urinary system</p> +<h3>Content</h3> +<p>Data Set Characteristics: Multivariate<br> +Attribute Characteristics: Categorical, Integer<br> +Associated Tasks: Classification<br> +Number of Instances: 120<br> +Number of Attributes: 6<br> +Missing Values? No<br> +Area: Life<br> +Date Donated: 2009-02-11<br> +The main idea of this data set is to prepare the algorithm of the expert <br> +system, which will perform the presumptive diagnosis of two diseases of <br> +urinary system. It will be the example of diagnosing of the acute <br> +inflammations of urinary bladder and acute nephritises. For better <br> +understanding of the problem let us consider definitions of both <br> +diseases given by medics. Acute inflammation of urinary bladder is<br> +characterised by sudden occurrence of pains in the abdomen region and <br> +the urination in form of constant urine pushing, micturition pains and <br> +sometimes lack of urine keeping. Temperature of the body is rising, <br> +however most often not above 38C. The excreted urine is turbid and <br> +sometimes bloody. At proper treatment, symptoms decay usually within <br> +several days. However, there is inclination to returns. At persons with <br> +acute inflammation of urinary bladder, we should expect that the illness <br> +will turn into protracted form.</p> +<p>Acute nephritis of renal pelvis origin occurs considerably more often at <br> +women than at men. It begins with sudden fever, which reaches, and <br> +sometimes exceeds 40C. The fever is accompanied by shivers and one- or <br> +both-side lumbar pains, which are sometimes very strong. Symptoms of <br> +acute inflammation of urinary bladder appear very often. Quite not <br> +infrequently there are nausea and vomiting and spread pains of whole <br> +abdomen.</p> +<p>The data was created by a medical expert as a data set to test the <br> +expert system, which will perform the presumptive diagnosis of two <br> +diseases of urinary system. The basis for rules detection was Rough Sets <br> +Theory. Each instance represents an potential patient.</p> +<p>The data is in an ASCII file. Attributes are separated by TAB. Each line <br> +of the data file starts with a digit which tells the temperature of patient.</p> +<h3>Acknowledgements</h3> +<p>Source:</p> +<p>Jacek Czerniak, Ph.D., Assistant Professor<br> +Systems Research Institute<br> +Polish Academy of Sciences<br> +Laboratory of Intelligent Systems<br> +ul. Newelska 6, Room 218<br> +01-447 Warszawa, Poland<br> +e-mail: jacek.czerniak 'at' ibspan.waw.pl or jczerniak 'at' ukw.edu.pl </p></div></div></div><button aria-label="View more about this dataset" tabindex="0" role="button" aria-expanded="true" class="sc-dHSNJi LIdZl" style="margin: 24px 0px 8px;"><span class="google-symbols notranslate MuiIcon-root MuiIcon-fontSizeMedium sc-kmqAS HYlEG notranslate css-1jgtvd5" aria-hidden="true">expand_less</span><span class="sc-ifkGpL jcrTve">View less</span></button></div></div> \ No newline at end of file