spine: Spine data

In zuoyi93/ProSGPV: Penalized Regression with Second-Generation P-Values

Description

Lower back pain can be caused by a variety of problems with any parts of the complex, interconnected network of spinal muscles, nerves, bones, discs or tendons in the lumbar spine. This dataset contains 12 biomechanical attributes from 310 patients, of whom 100 are normal and 210 are abnormal (Disk Hernia or Spondylolisthesis). The goal is to differentiate the normal patients from the abnormal using those 12 variables.

Usage

spine

Format

pelvic_incidence

pelvic incidence

pelvic_tilt

pelvic tilt

lumbar_lordosis_angle

lumbar lordosis angle

sacral_slope

sacral slope

pelvic_radius

pelvic radius

degree_spondylolisthesis

degree of spondylolisthesis

pelvic_slope

pelvic slope

direct_tilt

direct tilt

thoracic_slope

thoracic slope

cervical_tilt

cervical tilt

sacrum_angle

sacrum angle

scoliosis_slope

scoliosis slope

outcome

1 is abnormal (Disk Hernia or Spondylolisthesis) and 0 is normal

Source

http://archive.ics.uci.edu/ml/datasets/vertebral+column

zuoyi93/ProSGPV documentation built on Aug. 31, 2021, 1:22 a.m.