Klasifikasi Jenis Penyakit dengan Algoritma Decision Tree Menggunakan Rapid Miner

Abstract

Setiap penyakit memiliki indikator tertentu yang dapat memberikan petunjuk bahwasanya terdapat beberapa faktor yang dapat menjadi penyebab penyakit tertentu. Sehingga dapat dijadikan sebuat pedoman dalam melakukan analisa sedini mungkin, data yang diambil bersumber dari Kaggle yang terdiri dari data training dan data testing dengan beberapa atribut seperti, itching, skin rash, nodal skin eruptions, continuous sneezing, shivering, chills, joint pain, stomach pain, acidity, ulcers on tongue, muscle wasting, vomiting, burning micturition, spotting urination, fatigue, weight gain, anxiety, cold hands and feets, mood swings, weight loss, restlessness, lethargy, patches in throat ,irregular sugar level, cough, high fever, sunken eyes, breathlessness, sweating, dehydration, indigestion, headache, yellowish skin, dark urine, nausea, loss of appetite, pain behind the eyes, back pain, constipation, abdominal pain, diarrhoea, mild fever, yellow urine, yellowing of eyes, acute liver failure, fluid overload, swelling of stomach, swelled lymph nodes, malaise, blurred and distorted vision, phlegm, throat irritation, redness of eyes, sinus pressure, runny nose, congestion, chest pain, weakness in limbs, fast heart rate, pain during bowel movements, pain in anal region, bloody stool, irritation in anus, neck pain, dizziness, cramps, bruising, obesity, swollen legs, swollen blood vessels, puffy face and eyes, enlarged thyroid, brittle nails, swollen extremeties, excessive hunger, extra marital contacts, drying and tingling lips, slurred speech, knee pain, hip joint pain, muscle weakness, stiff neck, swelling joints, movement stiffness, spinning movements, loss of balance, unsteadiness, weakness of one body side, loss of smell, bladder discomfort, foul smell of urine,