Table 2 Selected predictor characteristics or variables.

From: Machine learning for the development of diagnostic models of decompensated heart failure or exacerbation of chronic obstructive pulmonary disease

Nomenc**lature

Type

Signal

Phase

Scope

meanHRWalk

Mean

HR

Walk

Temporal

meanHRRecovery

Recovery

meanOxWalk

Ox

Walk

meanOxRecovery

Recovery

meanHRminusOxWalk

HR-Ox

Walk

meanHRminusOx Recovery

Recovery

stdHRminusOxWalk

Standard deviation

Walk

stdOxRecovery

Ox

Recovery

stdOxWalk

Walk

frecFirstArmHRRecovery

Frequency of the largest harmonic

HR

Recovery

Frequency

frecSecArmHRminusOxWalk

Frequency of the second largest harmonic

HR-Ox

Walk

frecSecArmHRminusOxRecovery

Recovery

frecSecArmHRWalk

HR

Walk

seconArmOxWalk

Amplitude of the second largest harmonic

Ox

sumAllArmHRminusOxRecovery

Sum of all harmonics

HR-Ox

Recovery

sumAllArmOxWalk

Ox

Walk

PC6-HRminusOx-Walk

Sixth principal component of the FFT

HR-Ox

PC2-Ox-Recovery

Second principal component of the FFT

Ox

Recovery

PC4-Ox-Recovery

Fourth principal component of the FFT

 
  1. HR heart rate, Ox oxygen saturation, PC principal component, FFT fast Fourier transform.