Disease Prediction Using Machine Learning

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Price: $109.00

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Description

This dataset will help you apply your existing knowledge to great use. This dataset has 132 parameters on which 42 different types of diseases can be predicted.

This dataset consists of 2 CSV files. One of them is for training and the other is for testing your model.

Each CSV file has 133 columns. 132 of these columns are symptoms that a person experiences and the last column is the prognosis.

These symptoms are mapped to 42 diseases you can classify these sets of symptoms.

You are required to train your model on training data and test it on testing data.

Seller: test.teston

Dataset Terms & Conditions: Open License

Category: Machine Learning

Keywords: medicine, disease, Healthcare, ML, Machine Learning

Sales: 1

Row Count: 4962

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Testing
Training

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	continuous_feel_of_urine	passage_of_gases	internal_itching	toxic_look_(typhos)	depression	irritability	muscle_pain	altered_sensorium	red_spots_over_body	belly_pain	abnormal_menstruation	dischromic _patches	watering_from_eyes	increased_appetite	polyuria	family_history	mucoid_sputum	rusty_sputum	lack_of_concentration	visual_disturbances	receiving_blood_transfusion	receiving_unsterile_injections	coma	stomach_bleeding	distention_of_abdomen	history_of_alcohol_consumption	blood_in_sputum	prominent_veins_on_calf	palpitations	painful_walking	pus_filled_pimples	blackheads	scurring	skin_peeling	silver_like_dusting	small_dents_in_nails	inflammatory_nails	blister	red_sore_around_nose	yellow_crust_ooze	prognosis
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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	continuous_feel_of_urine	passage_of_gases	internal_itching	toxic_look_(typhos)	depression	irritability	muscle_pain	altered_sensorium	red_spots_over_body	belly_pain	abnormal_menstruation	dischromic _patches	watering_from_eyes	increased_appetite	polyuria	family_history	mucoid_sputum	rusty_sputum	lack_of_concentration	visual_disturbances	receiving_blood_transfusion	receiving_unsterile_injections	coma	stomach_bleeding	distention_of_abdomen	history_of_alcohol_consumption	blood_in_sputum	prominent_veins_on_calf	palpitations	painful_walking	pus_filled_pimples	blackheads	scurring	skin_peeling	silver_like_dusting	small_dents_in_nails	inflammatory_nails	blister	red_sore_around_nose	yellow_crust_ooze	prognosis
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itching	skin_rash	nodal_skin_eruptions	joint_pain	vomiting	fatigue	lethargy	cough	high_fever	sunken_eyes	breathlessness	dehydration	headache	yellowish_skin	dark_urine	nausea	loss_of_appetite	abdominal_pain	diarrhoea	mild_fever	yellow_urine	yellowing_of_eyes	swelled_lymph_nodes	malaise	red_spots_over_body	dischromic _patches	family_history	mucoid_sputum	receiving_blood_transfusion	receiving_unsterile_injections
1	1	0	0	0	1	1	0	1	0	0	0	1	0	0	0	1	0	0	1	0	0	1	1	1	0	0	0	0	0
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Average: 1.00 out of 5

based on 1 review

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Incomplete Dataste

By on October 11th, 2023

It has no labels for the 42 diseases as described. The prognosis column is filled with 0s and 1s only, not useful. I found a complete dataset on Kaggle, https://www.kaggle.com/datasets/kaushil268/disease-prediction-using-machine-learning. I need a refund.

Disease Prediction Using Machine Learning

Description

Average: 1.00 out of 5

Incomplete Dataste

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