Created | Sat, 11 May 2013 22:34:27 +0000 |
Published | Sat, 11 May 2013 22:34:42 +0000 |
Algorithm | BigML Streaming Tree |
Split criterion | |
Support threshold | |
Depth threshold | 20 |
Node threshold | 512 |
Missing splits | No |
Statistical pruning | Smart pruning |
Medical charges from top 10 hospital data treatments in top 10 States.
Source
Filtered dataset from cms.gov
Data Filtered
States:
CA - TX
FL - NY
IL - PA
OH - MI
NC - GA
Treatments:
- SIMPLE PNEUMONIA & PLEURISY W CC
KIDNEY & URINARY TRACT INFECTIONS W/O MCC - HEART FAILURE & SHOCK W CC
ESOPHAGITIS, GASTROENT & MISC DIGEST DISORDERS W/O MCC - MISC DISORDERS OF NUTRITION,METABOLISM,FLUIDS/ELECTROLYTES W/O MCC
SEPTICEMIA OR SEVERE SEPSIS W/O MV 96+ HOURS W MCC - CELLULITIS W/O MCC
MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY W/O MCC - CHRONIC OBSTRUCTIVE PULMONARY DISEASE W CC
CHRONIC OBSTRUCTIVE PULMONARY DISEASE W MCC