Table 1 t-Test results for the dataset.
From: A machine learning approach for non-invasive PCOS diagnosis from ultrasound and clinical features
t-stat | p-value | |
|---|---|---|
Age | −3.969 | 0.0001 |
Weight | 5.0348 | 0 |
Height | 1.5883 | 0.1128 |
BMI | 4.7434 | 0 |
Blood Group | 0.8464 | 0.3977 |
Pulse rate | 2.1408 | 0.0327 |
RR | 0.8579 | 0.3913 |
Hb | 2.0315 | 0.0427 |
Cycle | 10.1821 | 0 |
Cycle length | −4.2113 | 0 |
Marriage Status | −2.6417 | 0.0085 |
Pregnant | −0.6402 | 0.5223 |
No. of abortions | −1.3292 | 0.1843 |
I beta-HCG | −0.6414 | 0.5215 |
FSH | −0.7042 | 0.4816 |
LH | 1.4861 | 0.1378 |
FSH/LH | −0.4257 | 0.6705 |
Hip | 3.8186 | 0.0001 |
Waist | 3.8742 | 0.0001 |
Waist: Hip Ratio | 0.2882 | 0.7733 |
TSH | −0.2354 | 0.814 |
AMH | 6.3514 | 0 |
PRL | 0.1194 | 0.905 |
Vit D3 | 1.9922 | 0.0469 |
PRG | −1.0186 | 0.3088 |
RBS | 1.1372 | 0.256 |
Weight gain | 11.4091 | 0 |
Hair growth | 12.183 | 0 |
Skin darkening | 12.5568 | 0 |
Hair loss | 4.075 | 0.0001 |
Pimples | 6.9313 | 0 |
Fast food | 9.426 | 0 |
Regular Exercise | 1.5201 | 0.1291 |
BP _Systolic | 0.1844 | 0.8538 |
BP _Diastolic | 0.8836 | 0.3773 |
Follicle No. (L) | 17.5647 | 0 |
Follicle No. (R) | 19.7696 | 0 |
Avg. Follicle size (L) (mm | 3.1153 | 0.0019 |
Avg. Follicle size (R) (mm) | 2.2789 | 0.0231 |
Endometrium (mm) | 2.4902 | 0.0131 |
