Admit Source	Admit Type	Clinical Unit	Cohort	Diagnosis Primary	Encounter Status	Month of Episode	Gender	Hospital Service	Patient Address Zipcode	Age	Hospital LOS Bed Days
Emergency Room	Emergency	EMERGENCY	ED	CHEST PAIN NOS	ED Discharged	1	F	Emergency	98101	14	1
Emergency Room	Emergency	EMERGENCY	ED	EXTRINSIC ASTHMA WITH EXAC	ED Discharged	1	M	Emergency	98101	9	1
Emergency Room	Emergency	EMERGENCY	ED	CONSTIPATION NOS	ED Discharged	1	F	Emergency	98101	4	1
Emergency Room	Emergency	EMERGENCY	ED	COUGH	ED Discharged	1	F	Emergency	98101	0	1
Emergency Room	Emergency	EMERGENCY	ED	TIETZE'S DISEASE	ED Discharged	1	F	Emergency	98001	8	1
Emergency Room	Emergency	EMERGENCY	ED	COUGH	ED Discharged	1	M	Emergency	98101	1	1

how a decision tree or Bayes theorem can be applied to this table to analyse it.