data/train.csv

scenario_id,current_severity,map,lactate,urine_output,oxygen_requirement,vasopressor_requirement,fluid_responsiveness,renal_risk,ventilation_risk,intervention_a,intervention_b,intervention_c,label
train_001,moderate,66,3.8,35,1,low,good,low,low,fluids,vasopressors,observe,0
train_002,moderate,66,3.8,35,1,low,poor,medium,low,fluids,vasopressors,observe,1
train_003,high,68,4.2,28,2,moderate,poor,high,medium,fluids,vasopressors,dialysis,1
train_004,high,72,3.5,18,1,low,poor,high,low,fluids,dialysis,observe,1
train_005,moderate,74,2.6,42,2,none,good,low,high,fluids,oxygen_escalation,observe,1
train_006,low,78,1.8,60,0,none,good,low,low,fluids,vasopressors,observe,2
train_007,moderate,70,3.0,40,1,none,good,medium,low,fluids,vasopressors,observe,0
train_008,moderate,70,3.0,40,2,none,poor,medium,high,fluids,oxygen_escalation,observe,1
train_009,high,64,4.8,22,2,moderate,poor,high,high,fluids,vasopressors,dialysis,1
train_010,high,76,3.2,15,1,none,poor,high,medium,fluids,dialysis,observe,1
train_011,moderate,73,2.4,48,1,none,good,low,low,fluids,vasopressors,observe,0
train_012,moderate,73,2.4,48,1,none,poor,medium,low,fluids,vasopressors,observe,2
train_013,high,67,4.1,30,2,low,poor,medium,high,fluids,oxygen_escalation,vasopressors,2
train_014,high,67,4.1,30,3,low,poor,medium,high,fluids,oxygen_escalation,vasopressors,1
train_015,moderate,69,3.4,38,1,low,good,low,low,fluids,vasopressors,dialysis,0
train_016,moderate,69,3.4,38,1,moderate,poor,medium,low,fluids,vasopressors,dialysis,1
train_017,high,71,3.7,20,1,low,poor,high,medium,dialysis,vasopressors,observe,0
train_018,low,80,1.5,68,0,none,good,low,low,fluids,oxygen_escalation,observe,2
train_019,moderate,75,2.5,50,2,none,good,low,high,fluids,oxygen_escalation,observe,1
train_020,moderate,75,2.5,50,1,none,good,low,low,fluids,oxygen_escalation,observe,2
train_021,high,65,4.5,25,2,high,poor,high,medium,fluids,vasopressors,dialysis,1
train_022,high,72,3.9,16,1,moderate,poor,high,low,fluids,dialysis,vasopressors,1
train_023,moderate,68,3.1,44,1,none,good,low,low,fluids,vasopressors,observe,0
train_024,moderate,68,3.1,44,1,none,poor,medium,low,fluids,vasopressors,observe,1
train_025,high,70,4.0,32,3,low,poor,medium,high,fluids,oxygen_escalation,vasopressors,1
train_026,high,70,4.0,32,2,low,poor,medium,medium,fluids,oxygen_escalation,vasopressors,2
train_027,low,82,1.4,72,0,none,good,low,low,fluids,vasopressors,observe,2
train_028,moderate,76,2.2,55,0,none,good,low,low,fluids,dialysis,observe,2
train_029,moderate,72,2.9,36,1,none,poor,high,low,fluids,dialysis,observe,1
train_030,moderate,72,2.9,36,1,none,good,medium,low,fluids,dialysis,observe,0
train_031,high,66,4.3,27,2,moderate,poor,high,medium,fluids,vasopressors,dialysis,1
train_032,high,74,3.0,19,1,none,poor,high,low,fluids,dialysis,observe,1
train_033,moderate,77,2.0,58,2,none,good,low,high,fluids,oxygen_escalation,observe,1
train_034,moderate,77,2.0,58,1,none,good,low,low,fluids,oxygen_escalation,observe,2
train_035,high,63,5.0,24,2,high,poor,high,high,fluids,vasopressors,dialysis,1
train_036,high,73,3.6,17,1,low,poor,high,medium,fluids,dialysis,observe,1
train_037,moderate,67,3.6,39,1,low,good,low,low,fluids,vasopressors,observe,0
train_038,moderate,67,3.6,39,1,low,poor,medium,low,fluids,vasopressors,observe,1
train_039,low,79,1.7,66,0,none,good,low,low,fluids,oxygen_escalation,observe,2
train_040,high,69,4.4,29,3,moderate,poor,medium,high,fluids,oxygen_escalation,vasopressors,1