chabobo / 251project

251project

Sepsis dataset over 30 million rows and 249 columns

SPARK Cluster - determine CPU, GPU and Storage

Classification algorithm

   - Sepsis affects all parts of the body, if not treated is lifethreatening, and can lead to orgin failure
   
   - Due to:
          - response to preextisting infection
          - bacteria, fungi, virus and parasites
          - common disease: pneumonia, kidney infection, abdominal infection, sexually transmitted disease, septicemia
          
   - Symptoms: 
          - Fever
          - Chills
          - Rapid Heart Beat
          - Rapid Breathing
          - Low Blood Pressure
          - Rash
          - Confusion and Disorientation

PAPER:https://docs.google.com/document/d/1PyWRQCQntvR-iK5KqNfXDxCthwf2QqSC-LoRGw2-EJs/edit?usp=sharing PRESENTATION:https://docs.google.com/a/berkeley.edu/presentation/d/1hFXo8btCtZcIIwvGANfnfoHlpsdQQBte0w5sCTmghsc/edit?usp=sharing