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