ゼミコンペのbaseline,多クラス分類用code
ubuntu : 20.04
Docker version 20.10.8
train.csv - training set that contains Stay_Days
that is classified into 11 categories.
test.csv - test set that does not contain Stay_Days
.
simple_submission.csv - a sample submission file in the correct format.
case_id
Hospital
Hospital_type
Hospital_city
Hospital_region
Available_Extra_Rooms_in_Hospital
- Number of extra rooms available in the hospital
Department
- Department overlooking the case: radiotherapy
, anesthesia
, gynecology
, TB & Chest disease
or surgery
Ward_Type
- R
, S
, Q
, P
, T
or U
Ward_Facility
- F
, E
, D
, B
, A
or C
Bed_Grade
- Condition of bed in the ward
patientid
City_Code_Patient
- City Code for the patient
Type of Admission
- Admission type registered by the hospital: Emergency
, Trauma
or Urgent
Illness_Severity
- Severity of the illness recorded at the time of admission: Extreme
, Moderate
or Minor
Patient_Visitors
-
Age
- 0-10
, 11-20
, 21-30
, 31-40
, 41-50
, 51-60
, 61-70
, 71-80
, 81-90
or 91-100
Admission_Deposit
- Deposit at the admission time
Stay_Days
- Stay days by the patient: 0-10
, 11-20
, 21-30
, 31-40
, 41-50
, 51-60
, 61-70
, 71-80
, 81-90
, 91-100
, 101-
lgbm_baseline.ipynb