Table III.

Importance factor of each feature for classifying various health status

Type	Global physical health	Global mental health	Fatigue	Physical Function	Anxiety	Depression	Sleep Disturbance
Step	0.138 (0.010)	0.088 (0.006)	0.111 (0.009)	0.138 (0.007)	0.075 (0.005)	0.080 (0.006)	0.104 (0.005)
Total Distance	0.122 (0.009)	0.081 (0.003)	0.100 (0.009)	0.123 (0.011)	0.079 (0.004)	0.075 (0.004)	0.088 (0.005)
Very Active Distance	0.062 (0.005)	0.066 (0.006)	0.061 (0.004)	0.068 (0.005)	0.065 (0.003)	0.056 (0.002)	0.053 (0.004)
Moderately Active Distance	0.059 (0.007)	0.058 (0.002)	0.052 (0.003)	0.051 (0.003)	0.052 (0.002)	0.054 (0.002)	0.0573 (0.003)
Light Active Distance	0.088 (0.010)	0.071 (0.002)	0.074 (0.001)	0.086 (0.010)	0.070 (0.005)	0.066 (0.003)	0.069 (0.004)
Very Active Minutes	0.054 (0.007)	0.060 (0.006)	0.052 (0.004)	0.060 (0.006)	0.057 (0.004)	0.053 (0.002)	0.055 (0.004)
Fairly Active Minutes	0.055 (0.009)	0.054 (0.002)	0.050 (0.007)	0.050 (0.006)	0.0530 (0.003)	0.051 (0.003)	0.063 (0.004)
Light Active Minutes	0.068 (0.006)	0.072 (0.005)	0.064 (0.003)	0.061 (0.005)	0.066 (0.002)	0.073 (0.002)	0.067 (0.004)
Sedentary Minutes	0.046 (0.003)	0.066 (0.005)	0.055 (0.002)	0.043 (0.001)	0.065 (0.007)	0.072 (0.007)	0.060 (0.005)
Calories	0.059 (0.006)	0.088 (0.008)	0.074 (0.007)	0.053 (0.005)	0.098 (0.007)	0.094 (0.004)	0.082 (0.003)
Floors	0.055 (0.008)	0.049 (0.001)	0.056 (0.010)	0.076 (0.019)	0.048 (0.003)	0.053 (0.003)	0.051 (0.005)
Calories BMR	0.073 (0.004)	0.110 (0.016)	0.105 (0.007)	0.071 (0.009)	0.117 (0.006)	0.128 (0.009)	0.105 (0.012)
Marginal Calories	0.066 (0.004)	0.071 (0.003)	0.060 (0.003)	0.058 (0.005)	0.070 (0.006)	0.069 (0.003)	0.077 (0.006)
Resting Heart Rate	0.058 (0.012)	0.067 (0.008)	0.085 (0.012)	0.063 (0.008)	0.085 (0.003)	0.076 (0.002)	0.069 (0.016)

Value in parentheses is the standard deviation. Bold values are significantly higher (p<0.05) than the average value for a feature (1/14 = 0.0714).