Table 3 Selected features for stroke prediction.
Features | Mean | std |
|---|---|---|
Platelet | 224.37 | 85.29 |
Alkaline Phosphatase (ALP) | 199.56 | 102.47 |
Cholesterol | 153.22 | 24.81 |
Serum Na | 140.79 | 15.20 |
Serum K | 140.79 | 15.20 |
Spontaneous Bacterial Peritonitis (SBP) | 133.49 | 19.58 |
Fasting blood sugar (FBS) | 104.45 | 37.97 |
Triglyceride | 99.83 | 41.61 |
Oxygen saturation (SpO2) | 95.63 | 3.57 |
Creatine phosphokinase (CPK) | 89.93 | 128.62 |
PT Activity | 87.29 | 16.89 |
Mean corpuscular volume (MCV) | 86.20 | 6.47 |
Dibutyl phthalate (DBP) | 80.30 | 12.52 |
PR | 80.25 | 6.27 |
Troponin | 74.76 | 1557.03 |
LDL | 64.47 | 19.46 |
Age | 43.88 | 22.26 |
Hematocrit (HCT) | 39.89 | 5.99 |
HDL | 36.27 | 16.82 |
Mean corpuscular hemoglobin concentration (MCHC) | 34.00 | 1.79 |
Partial Thromboplastin Time (PTT) | 31.82 | 8.42 |
Mean corpuscular hemoglobin (MCH) | 29.39 | 2.84 |
Serum Glutamic Oxaloacetic Transaminase (SGOT) | 20.55 | 12.47 |
Platelet large cell ratio (P-LCR) | 20.30 | 8.01 |
Erythrocyte sedimentation rate (ESR) | 18.27 | 13.87 |
Creatine phosphokinase-MB (CPK-MB) | 17.31 | 17.31 |
Serum glutamic pyruvic transaminase (SGPT) | 16.95 | 14.67 |
Blood urea nitrogen (BUN) | 15.13 | 9.03 |
Prothrombin Time (PT) | 14.48 | 6.45 |
RDW-CV | 13.80 | 6.68 |
Hemoglobin (Hb) | 13.76 | 2.84 |
Platelet distribution width (PDW) | 11.91 | 4.18 |
W.B.C | 11.20 | 8.60 |
mean platelet volume (MPV) | 10.59 | 30.92 |
C-reactive protein (CRP) | 10.55 | 15.76 |
Serum Ca | 9.52 | 3.20 |
Hemoglobin A1C (HbA1C) | 5.77 | 0.71 |
R.B.C | 4.71 | 1.00 |
Inorganic P | 3.45 | 1.63 |
Serum Mg | 2.07 | 0.36 |
Creatinine | 1.61 | 5.17 |
International normalised ratio (INR) | 1.55 | 5.70 |
Gender | 1.36 | 0.48 |
Hemiparesis | 1.02 | 0.51 |
Hemiparesis | 1.02 | 0.51 |
Headache | 0.92 | 0.28 |
Total Bili | 0.82 | 0.80 |
Aphasia | 0.81 | 0.39 |
Marital status | 0.68 | 0.47 |
Direct Bili | 0.27 | 0.44 |
High blood pressure (hypertension) | 0.23 | 0.42 |
DM | 0.12 | 0.32 |
Cerebra Vascular Accident (CVA) | 0.10 | 0.30 |
