Heart Disease
Heart Disease Classification
@kaggle.pawarmukesh_heart_disease
Heart Disease Classification
@kaggle.pawarmukesh_heart_disease
Heart disease is the number one cause of death worldwide, so if you're looking to use data science for good you've come to the right place. To learn how to prevent heart disease we must first learn to reliably detect it.
Our dataset is from a study of heart disease that has been open to the public for many years. The study collects various measurements on patient health and cardiovascular statistics, and of course makes patient identities anonymous.
CREATE TABLE labels (
"patient_id" VARCHAR,
"heart_disease_present" BIGINT
);CREATE TABLE values (
"patient_id" VARCHAR,
"slope_of_peak_exercise_st_segment" BIGINT,
"thal" VARCHAR,
"resting_blood_pressure" BIGINT,
"chest_pain_type" BIGINT,
"num_major_vessels" BIGINT,
"fasting_blood_sugar_gt_120_mg_per_dl" BIGINT,
"resting_ekg_results" BIGINT,
"serum_cholesterol_mg_per_dl" BIGINT,
"oldpeak_eq_st_depression" DOUBLE,
"sex" BIGINT,
"age" BIGINT,
"max_heart_rate_achieved" BIGINT,
"exercise_induced_angina" BIGINT
);Anyone who has the link will be able to view this.