Table 2.

Dataset (Attributes) with their Summary and weighting

Name	Description	Weighting
Collection
Hemoglobin (HGB)	HGB is a component of red blood cells and its principal duty is to transfer O2 from the respiratory organs to the tissues of the body [34].	0
Neutrophil (NEU)	NEU is a type of white blood cell that has a defined function against external aggression. Due to this function, the patient is at risk of infection if the level of leukocytes is low [47].	1.01
Lymphocytes (LYM)	LYMs are a class of white blood cells that are responsible for the immune response of the organism [43].	0.120
Mean corpuscular volume (MCV)	MCV blood test measures the average size of red blood cells. These cells carry O2 from the lungs to all cells in the body [14].	0.075
Mean platelet volume (MPV)	MPV is a measurement that describes the average size of platelets in the lifeblood [20].	0.051
Hematocrit (HTC)	HTC is a blood test that analyses the percentage of oxygen-containing cells, i.e., red blood cells, concerning the total blood volume [28].	0.119
Deep vein thrombosis (DVT)	Thrombosis is a blood clot in the circulatory system. It attaches to the site at which it formed and lives there, hindering blood flow [27].	0.125
Platelets (PLT)	Platelets are tiny pieces of cytoplasm that are detached from the cytoplasm of mature megakaryocytes in the bone marrow [29]. Although megakaryocytes are the smallest in bone marrow hematopoietic cells, accounting for only 0.05% of the total bone marrow nucleated cells [23].	0.226
C-Reactive protein (CRP)	CRP is a protein formed by the liver. It is transmitted into the bloodstream in response to inflammation [13]. Inflammation is the body’s way of protecting tissues when an infection or injury happens [11].	0.432
White Blood Cell (WBC)	WBC are the cells responsible for defending the body against infection and helping to eliminate waste from the tissues [4]. The process of diagnosing infections in the blood can be done by recognizing the abnormalities in WBC [19].	0.895