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Cmd line #61

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d80812a
pruebas
J-Fabila Feb 15, 2026
9d58702
corregido
J-Fabila Feb 15, 2026
e6bc4c4
load base nuevo
J-Fabila Feb 27, 2026
57a7483
correcciones
J-Fabila Mar 10, 2026
ed658aa
2 a 1 cliente para pruebas
J-Fabila Mar 10, 2026
0e363b2
correccion nuevo formato
J-Fabila Mar 10, 2026
5ab3791
cambios en train labels
J-Fabila Mar 10, 2026
a4ccd0a
sinteticos prueba nuevo formato
J-Fabila Mar 10, 2026
a57bac1
listo para tests
J-Fabila Mar 10, 2026
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132 changes: 132 additions & 0 deletions dataset/bucarest_sintetico/metadata.json
View file
Open in desktop
Original file line number Diff line number Diff line change
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{
"entries": [
{
"features": [
{"name": "patient_demographics_gender", "dataType": "NOMINAL"},
{"name": "encounters_encounterClass", "dataType": "NOMINAL"},
{"name": "encounters_admissionYear", "dataType": "NOMINAL"},
{"name": "patient_demographics_age", "dataType": "NUMERIC"},
{"name": "encounters_lengthOfStay", "dataType": "NUMERIC"},
{"name": "vital_signs_weight_value_p6mo_min", "dataType": "NUMERIC"},
{"name": "med_admins_history_diuretics_loop_any", "dataType": "BOOLEAN"},
{"name": "patient_flags_smoker", "dataType": "BOOLEAN"}
],
"outcomes": [
{"name": "outcome_in_hospital_mortality", "dataType": "BOOLEAN"},
{"name": "outcome_readmission_30d", "dataType": "BOOLEAN"}
],
"datasetStats": {
"featureStats": {

"patient_demographics_gender": {
"numOfNotNull": 7845,
"valueSet": ["female", "male"],
"cardinalityPerItem": {
"female": 2814,
"male": 5031
}
},

"encounters_encounterClass": {
"numOfNotNull": 10000,
"valueSet": ["inpatient", "outpatient", "emergency"],
"cardinalityPerItem": {
"inpatient": 4200,
"outpatient": 3500,
"emergency": 2300
}
},

"encounters_admissionYear": {
"numOfNotNull": 10000,
"valueSet": ["2019", "2020", "2021", "2022", "2023"],
"cardinalityPerItem": {
"2019": 1500,
"2020": 1800,
"2021": 2200,
"2022": 2400,
"2023": 2100
}
},

"patient_demographics_age": {
"numOfNotNull": 9980,
"min": 18,
"max": 97,
"avg": 56.4,
"q1": 42,
"q2": 58,
"q3": 71,
"histogram": [
{"bin": 30, "count": 1500},
{"bin": 45, "count": 2400},
{"bin": 60, "count": 3000},
{"bin": 75, "count": 2100},
{"bin": 90, "count": 980}
]
},

"encounters_lengthOfStay": {
"numOfNotNull": 9500,
"min": 1,
"max": 45,
"avg": 6.2,
"q1": 2,
"q2": 4,
"q3": 8,
"histogram": [
{"bin": 2, "count": 3000},
{"bin": 5, "count": 3500},
{"bin": 10, "count": 2000},
{"bin": 20, "count": 800},
{"bin": 40, "count": 200}
]
},

"vital_signs_weight_value_p6mo_min": {
"numOfNotNull": 8700,
"min": 42.5,
"max": 135.0,
"avg": 76.8,
"q1": 64.0,
"q2": 75.5,
"q3": 88.2,
"histogram": [
{"bin": 55, "count": 1200},
{"bin": 70, "count": 2600},
{"bin": 85, "count": 2800},
{"bin": 100, "count": 1500},
{"bin": 120, "count": 600}
]
},

"med_admins_history_diuretics_loop_any": {
"numOfNotNull": 7845,
"numOfTrue": 950
},

"patient_flags_smoker": {
"numOfNotNull": 9200,
"numOfTrue": 2100
}

},

"outcomeStats": {

"outcome_in_hospital_mortality": {
"numOfNotNull": 10000,
"numOfTrue": 820
},

"outcome_readmission_30d": {
"numOfNotNull": 10000,
"numOfTrue": 1530
}

}
}
}

]
}
101 changes: 101 additions & 0 deletions dataset/bucarest_sintetico/synthetic_dt4h_dataset.csv
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Original file line number Diff line number Diff line change
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patient_demographics_gender,encounters_encounterClass,encounters_admissionYear,patient_demographics_age,encounters_lengthOfStay,vital_signs_weight_value_p6mo_min,med_admins_history_diuretics_loop_any,patient_flags_smoker,outcome_in_hospital_mortality,outcome_readmission_30d
female,emergency,2022,70.0,3.0,98.8,False,False,False,False
male,outpatient,2022,40.0,4.0,81.2,False,False,False,True
female,outpatient,2022,58.0,3.0,91.4,False,False,False,True
female,outpatient,2022,58.0,11.0,78.0,False,False,False,True
female,outpatient,2022,70.0,4.0,81.3,False,True,False,False
male,outpatient,2021,53.0,7.0,91.8,False,True,False,True
female,outpatient,2020,66.0,30.0,113.9,False,False,False,True
female,emergency,2022,73.0,5.0,81.5,False,False,False,False
female,emergency,2019,28.0,6.0,68.8,False,False,False,False
male,outpatient,2019,74.0,10.0,42.5,True,True,False,False
female,emergency,2019,41.0,2.0,112.3,False,False,False,False
female,inpatient,2019,40.0,6.0,72.3,False,False,False,False
female,outpatient,2021,18.0,11.0,86.6,False,True,False,False
female,inpatient,2019,44.0,7.0,111.3,False,False,False,True
male,inpatient,2022,56.0,2.0,81.1,False,False,False,False
female,outpatient,2023,50.0,3.0,73.5,False,False,False,False
male,emergency,2019,49.0,1.0,102.6,False,True,False,False
male,inpatient,2021,39.0,11.0,85.3,False,True,False,False
male,outpatient,2021,69.0,2.0,87.5,False,True,False,False
female,inpatient,2019,70.0,12.0,49.6,False,False,False,False
male,inpatient,2023,62.0,2.0,98.7,True,False,False,False
female,inpatient,2019,28.0,12.0,83.8,False,True,False,False
male,inpatient,2021,90.0,7.0,52.3,True,False,False,False
male,emergency,2020,58.0,5.0,85.7,True,True,True,False
male,inpatient,2022,64.0,16.0,42.5,False,True,False,True
male,inpatient,2021,34.0,15.0,119.2,False,False,False,False
male,inpatient,2019,56.0,7.0,57.2,False,False,False,True
male,emergency,2022,62.0,1.0,106.0,True,False,False,False
male,inpatient,2019,54.0,9.0,62.4,False,True,False,False
male,inpatient,2019,69.0,2.0,87.1,False,False,False,False
female,emergency,2020,76.0,8.0,60.6,False,False,False,False
female,emergency,2022,36.0,1.0,94.9,False,False,False,False
male,emergency,2022,69.0,3.0,72.8,False,True,False,True
male,inpatient,2020,62.0,4.0,85.4,False,False,False,False
male,emergency,2021,56.0,4.0,77.3,False,False,False,False
female,emergency,2019,32.0,10.0,52.4,False,True,False,True
male,inpatient,2023,78.0,1.0,86.1,False,False,False,False
female,emergency,2019,62.0,11.0,67.9,True,False,False,False
female,inpatient,2019,29.0,4.0,95.8,False,False,False,False
female,outpatient,2021,52.0,6.0,72.8,False,False,False,True
female,emergency,2019,61.0,6.0,75.6,False,False,False,False
female,outpatient,2020,64.0,9.0,107.3,False,False,False,False
male,inpatient,2020,54.0,7.0,119.9,False,False,False,False
male,emergency,2022,61.0,1.0,91.1,False,True,False,False
male,inpatient,2023,88.0,4.0,71.8,False,False,False,False
male,outpatient,2019,79.0,5.0,70.3,False,False,False,False
male,inpatient,2019,42.0,2.0,62.3,False,False,False,False
female,emergency,2021,47.0,6.0,65.7,False,True,False,False
male,emergency,2020,54.0,4.0,72.1,False,True,False,False
male,outpatient,2023,30.0,4.0,112.4,False,False,False,False
female,inpatient,2022,36.0,16.0,73.5,False,False,False,False
male,emergency,2020,32.0,3.0,54.9,False,False,False,False
female,outpatient,2022,39.0,2.0,77.7,False,True,False,False
male,emergency,2021,77.0,13.0,80.2,False,True,True,False
female,emergency,2021,43.0,1.0,77.6,False,False,False,False
male,inpatient,2019,41.0,7.0,91.4,False,False,False,False
male,emergency,2023,69.0,8.0,78.2,False,False,False,False
female,inpatient,2022,49.0,3.0,90.8,False,False,False,False
female,emergency,2020,62.0,1.0,63.0,False,False,False,False
female,outpatient,2021,45.0,12.0,109.1,False,False,False,False
female,emergency,2019,29.0,4.0,81.5,True,True,False,False
female,inpatient,2019,63.0,4.0,84.2,False,False,False,False
female,inpatient,2022,33.0,5.0,62.9,False,False,False,True
female,outpatient,2021,48.0,9.0,85.5,False,False,False,False
female,emergency,2023,45.0,2.0,88.7,False,False,False,False
male,emergency,2021,59.0,3.0,55.9,False,False,False,False
male,outpatient,2022,48.0,2.0,47.1,False,False,False,True
female,emergency,2022,54.0,13.0,82.3,False,False,False,True
male,emergency,2021,33.0,3.0,68.2,False,False,False,True
male,inpatient,2022,86.0,4.0,81.7,False,False,False,True
male,emergency,2021,38.0,3.0,53.8,False,False,False,True
male,emergency,2020,74.0,7.0,48.9,False,False,False,False
female,outpatient,2021,58.0,2.0,80.7,False,False,False,False
male,outpatient,2021,58.0,3.0,70.7,False,False,False,False
female,inpatient,2022,61.0,1.0,42.5,False,False,False,False
male,emergency,2022,28.0,15.0,101.2,False,False,True,True
male,emergency,2019,70.0,1.0,53.5,False,False,False,False
male,emergency,2019,48.0,15.0,123.3,False,False,False,False
female,inpatient,2020,74.0,1.0,65.8,False,False,False,False
male,inpatient,2019,54.0,6.0,84.2,False,True,False,True
female,outpatient,2021,50.0,10.0,106.6,False,False,False,False
male,inpatient,2022,37.0,5.0,103.6,True,True,False,False
female,emergency,2019,45.0,14.0,112.8,False,False,False,False
male,emergency,2019,62.0,3.0,49.6,False,False,False,False
female,inpatient,2020,36.0,13.0,56.6,False,False,False,False
female,emergency,2020,26.0,6.0,81.1,False,False,False,False
male,emergency,2021,43.0,3.0,92.1,False,False,False,False
female,inpatient,2022,69.0,6.0,76.8,False,False,False,True
male,inpatient,2020,83.0,9.0,47.5,False,False,False,True
male,emergency,2019,46.0,1.0,85.9,False,False,False,False
male,emergency,2022,33.0,3.0,73.5,False,False,False,True
male,emergency,2022,51.0,2.0,73.3,True,False,False,False
male,outpatient,2019,59.0,3.0,42.5,False,False,False,False
male,outpatient,2020,65.0,5.0,91.4,False,True,False,False
male,outpatient,2019,88.0,4.0,79.6,False,False,False,False
male,inpatient,2022,59.0,10.0,109.3,False,False,False,False
male,outpatient,2023,81.0,3.0,75.7,False,False,False,False
male,inpatient,2023,49.0,7.0,87.2,False,False,False,False
male,inpatient,2021,57.0,12.0,92.0,False,False,False,False
female,outpatient,2019,47.0,8.0,45.6,False,False,False,False
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