Baselight

Heart Failure Prediction

There are given 13 clinical features for Heart failure prediction

@kaggle.bhavikjikadara_heart_failure_prediction

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About this Dataset

Heart Failure Prediction

  • age: age of the patient [years]
  • anaemia
  • creatinine_phosphokinase
  • diabetes
  • ejection_fraction
  • high_blood_pressure
  • platelets
  • serum_creatinine
  • serum_sodium
  • sex: sex of the patient [1: Male, 0: Female]
  • smoking
  • time
  • DEATH_EVENT: output class [1: heart disease, 0: Normal]

Tables

Heart Failure Clinical Records

@kaggle.bhavikjikadara_heart_failure_prediction.heart_failure_clinical_records
  • 14.81 kB
  • 299 rows
  • 13 columns
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CREATE TABLE heart_failure_clinical_records (
  "age" DOUBLE,
  "anaemia" BIGINT,
  "creatinine_phosphokinase" BIGINT,
  "diabetes" BIGINT,
  "ejection_fraction" BIGINT,
  "high_blood_pressure" BIGINT,
  "platelets" DOUBLE,
  "serum_creatinine" DOUBLE,
  "serum_sodium" BIGINT,
  "sex" BIGINT,
  "smoking" BIGINT,
  "time" BIGINT,
  "death_event" BIGINT
);

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