====== Project 1b: Fetal acidosis classification ======

**Edited on 16.03.2021** - Jiri Spilka - If you have started working on this task. Please download again files fetal_acidosis_classification.py and utils.py as they were slightly refactored to ease the evaluation on an external dataset. Further, the quality scoring was changed (lowered threshold for 3 points).

The goal of the task is to create a fetal acidosis classifier. 

  * {{:courses:ui:tasks:fetal_acidosis_detection.pdf|Task description}}
  * Something to start with: ''{{:courses:ui:tasks:fetal_acidosis_classification.py|fetal_acidosis_classification.py}}'', {{:courses:ui:tasks:utils.py|utils.py}}
  * {{:courses:ui:tasks:fetal_acidosis_classification_data.zip|Data}}
  * Templates: {{:courses:ui:tasks:b3m33ui-report-word-template.zip|Word}}, {{:courses:ui:tasks:b3m33ui-report-latex-template.zip|LaTeX}}

You should submit 
  * Python module ''fetal_acidosis_classification.py'' with the model of your choice,
  * report describing what you have done, and
  * Python modules/scripts demonstrating what you have done.

Make sure that your report contains all relevant information {{:courses:ui:tasks:st1_report_checklist.pdf|report checklist}}.

The code in ''fetal_acidosis_classification.py'' will be used to assess the quality of your filter, and for the contest of all filters. The report may be in Czech or in English, shall have the form of a scientific article, it should be concise, self-contained, showing everything the author wants to show.

**This task is individual**. Teams are not allowed.

** Deadline:** Find the exact date in BRUTE.

** Late policy: ** late solutions will be penalized by 4 points for each started week of delay.