From ee5e2fbb6d1189d13399ceb77792c1b71f1e030a Mon Sep 17 00:00:00 2001 From: klara Date: Wed, 5 Jun 2024 12:54:30 +0200 Subject: [PATCH] Anpassungen der README --- README.md | 42 +++++++++++++++++++++++++++++ readme_data/Histogramm.png | Bin 0 -> 41257 bytes readme_data/Korrelationsmatrix.png | Bin 0 -> 50028 bytes 3 files changed, 42 insertions(+) create mode 100644 readme_data/Histogramm.png create mode 100644 readme_data/Korrelationsmatrix.png diff --git a/README.md b/README.md index 1506a67..2ac922d 100644 --- a/README.md +++ b/README.md @@ -60,6 +60,48 @@ This project was implemented in Python. To use the project, all packages listed - Demographic data was plotted - Start exploring signal processing + + +#### Hypothesen +The following two hypotheses were applied in this project: + +- Using ECG data, a classifier can classify the four disease groupings with an accuracy of 80%. + +- Sinus bradycardia occurs significantly more frequently in the 60 to 70 age group than in other age groups. +The procedure was as follows: + +1. +2. +3. +4. + +### Demographic plotted + +#### Correlation matrix + +The following figure shows a correlation matrix of age groups and diagnoses. This matrix describes the four diagnosis groupings on the horizontal axis and the age groupings in decade increments on the vertical axis. + +The colour scale represents the correlation between the two types of categorization: + +- Blue (low) +- Red (high) + +The exact procedure for creating the matrix can be found in the notebook [demographic_plots.ipynb](notebooks/demographic_plots.ipynb). + +![Alt-Text](readme_data/Korrelationsmatrix.png) + + + +#### Histogramm +The following histogram shows the age distribution. It illustrates the breakdown of the grouped diagnoses by age group as well as the absolute frequencies of the diagnoses. + +The exact procedure for creating the histogram can be found in the notebook [demographic_plots.ipynb](notebooks/demographic_plots.ipynb). + + +![Alt-Text](readme_data/Histogramm.png) + + + ## Contributing - coming at the end of the Project... diff --git a/readme_data/Histogramm.png b/readme_data/Histogramm.png new file mode 100644 index 0000000000000000000000000000000000000000..7176d65ea2b3c90e89f8c4c5c8013fa2c4924706 GIT binary patch literal 41257 zcmb@ubyQU0`}RwB3?Lm63Mwt#9f|@bAl)F%&_hTMQew~{qJSbpN_Q)*NDc!-=gXWdz+yXxyy@Xz=3Z>Un;RN8--~N##qj5Ue*gIQ4K^(;XD&%>ndFF~ z^KU!dch?3rAM4(A5UCoFus2YO)qIv~y*+0E+y3!K z@wz}1M4c>!U@7ig6!$N>pc`iY`OaP4Ix?Op2(SGcPdarn9?f6eXkPFG_friTXM_J7bX0Vc)Rx zJsrE@V^8E?Bg^e?&r3IY64{xjHjt^prpT?Ss@Y2WeqK{eyy44iIVci*3a@EpZ`H7} zOAUIvb}q?v%FmoeVN1*iVOHPA#B(e}FJhzMq<=R>4k})6AQL zj?_nQz4nY8$x-k}oS|c{o1vNlXZuq4X2-rhnH?`R<+ 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