Research Article

A Novel Ensemble-Based Technique for the Preemptive Diagnosis of Rheumatoid Arthritis Disease in the Eastern Province of Saudi Arabia Using Clinical Data

Table 1

Dataset description.

FeatureDescription

SexMale or female.
AgeAge of the patient in years.
Mean corpuscular hemoglobin (MCH)The hemoglobin’s average amount in a red blood cell.
Mean corpuscular volume (MCV)The average size of red blood cells.
Mean corpuscular hemoglobin concentration (MCHC)The hemoglobin concentration in a given volume of a red blood cell.
Red cell distribution width (RDW)The variance in size and volume of red blood cells.
Platelet countThe number of platelets in the body.
Mean platelet volume (MPV)The average size of platelets.
Hemoglobin (HGB)The amount of HGB in red blood cells.
Hematocrit (HCT)The red blood cells proportion in the blood.
White blood cells (WBC)The WBC count in the blood.
Red blood cells (RBC)The RBC count in the blood.
Monocytes (MONO)%The percentage of a particular type of WBCs.
Monocytes (MONO)#The absolute count of a particular type of WBCs.
Eosinophils (EOS)%The percentage of eosinophils in WBCs.
Eosinophils (EOS)#The absolute count of eosinophils in WBCs.
Neutrophil (NEU)%The percentage of neutrophils in WBCs.
Neutrophil (NEU)#The absolute count of neutrophils in WBCs.
Lymphocytes (LYMPH)%The percentage of lymphocytes in the blood.
Lymphocytes (LYMPH)#The absolute count of lymphocytes in the blood.
Basophils (BASO)%The percentage of basophils in the blood.
Basophils (BASO)#The absolute count of basophils in the blood.
SODIUMThe amount of sodium in the blood.
PotassiumThe amount of potassium in the blood.
ChlorideThe amount of chloride in the blood.
Carbon dioxide (CO2)The amount of CO2 in the blood.
Anion gapThe measurement of acid-base balance in the blood.
Gamma-glutamyl transferase (GGTP)The amount of GGTP in the blood.
Alkaline phosphatase (ALP)The measurement of ALP in the blood.
Serum glutamic-oxaloacetic transaminase (SGOT)The measurement of aspartate aminotransferase (AST) enzyme in the blood serum.
Serum glutamic pyruvic transaminase (SGPT)The amount of glutamate pyruvate transaminase (GPT) in blood serum.