Random forest |
Number of visits from the baseline ESS to 6 months
postoperatively |
133 |
|
Asthma |
94 |
|
CRSwNP |
93 |
|
NERD |
85 |
|
Immunodeficiency |
84 |
|
Age, baseline ESS |
60 |
|
Musculoskeletal diseases |
56 |
|
Immunodeficiency or its suspicion |
54 |
|
Obstr sleep apnea |
52 |
|
Cancer |
51 |
Logistic regression |
Number of visits from the baseline ESS to 6 months
postoperatively |
150 |
|
CRSwNP |
134 |
|
Immunodeficiency or its suspicion |
103 |
|
NERD |
90 |
|
Time from the baseline visit to the baseline ESS (days) |
76 |
|
Asthma |
74 |
|
Visit frequency between the baseline visit to the baseline ESS |
72 |
|
Allergy |
45 |
|
ASA value |
42 |
|
Number of visits before the baseline ESS (0-12 months) |
42 |
Gradient boosting |
Number of visits from the baseline ESS to 6 months
postoperatively |
149 |
|
CRSwNP |
110 |
|
Asthma |
103 |
|
Memory disorders |
77 |
|
Obesity |
71 |
|
Immunodeficiency |
61 |
|
NERD |
57 |
|
Immunodeficiency or its suspicion |
54 |
|
Cancer |
51 |
|
Mental disorders |
48 |