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Golden Batch Legacy RF - Feature Selection
Build model from locked golden-batch data with batch-wise 9:1 split.
Back to Golden Batch
Active Dataset
penicillin.csv
Rows
5000
Batches
5
Target Y
-- Select Y --
Unnamed: 0
Time (h)
Aeration rate(Fg:L/h)
Agitator RPM(RPM:RPM)
Sugar feed rate(Fs:L/h)
Acid flow rate(Fa:L/h)
Base flow rate(Fb:L/h)
Heating/cooling water flow rate(Fc:L/h)
Heating water flow rate(Fh:L/h)
Water for injection/dilution(Fw:L/h)
Air head pressure(pressure:bar)
Dumped broth flow(Fremoved:L/h)
Substrate concentration(S:g/L)
Dissolved oxygen concentration(DO2:mg/L)
Penicillin concentration(P:g/L)
Vessel Volume(V:L)
Vessel Weight(Wt:Kg)
pH(pH:pH)
Temperature(T:K)
Generated heat(Q:kJ)
carbon dioxide percent in off-gas(CO2outgas:%)
PAA flow(Fpaa:PAA flow (L/h))
PAA concentration offline(PAA_offline:PAA (g L^{-1}))
Oil flow(Foil:L/hr)
Oxygen Uptake Rate(OUR:(g min^{-1}))
Oxygen in percent in off-gas(O2:O2 (%))
Carbon evolution rate(CER:g/h)
Ammonia shots(NH3_shots:kgs)
Fault reference(Fault_ref:Fault ref)
0 - Recipe driven 1 - Operator controlled(Control_ref:Control ref)
Start Index
End Index
Input Features X
Unnamed: 0
Time (h)
Aeration rate(Fg:L/h)
Agitator RPM(RPM:RPM)
Sugar feed rate(Fs:L/h)
Acid flow rate(Fa:L/h)
Base flow rate(Fb:L/h)
Heating/cooling water flow rate(Fc:L/h)
Heating water flow rate(Fh:L/h)
Water for injection/dilution(Fw:L/h)
Air head pressure(pressure:bar)
Dumped broth flow(Fremoved:L/h)
Substrate concentration(S:g/L)
Dissolved oxygen concentration(DO2:mg/L)
Penicillin concentration(P:g/L)
Vessel Volume(V:L)
Vessel Weight(Wt:Kg)
pH(pH:pH)
Temperature(T:K)
Generated heat(Q:kJ)
carbon dioxide percent in off-gas(CO2outgas:%)
PAA flow(Fpaa:PAA flow (L/h))
PAA concentration offline(PAA_offline:PAA (g L^{-1}))
Oil flow(Foil:L/hr)
Oxygen Uptake Rate(OUR:(g min^{-1}))
Oxygen in percent in off-gas(O2:O2 (%))
Carbon evolution rate(CER:g/h)
Ammonia shots(NH3_shots:kgs)
Fault reference(Fault_ref:Fault ref)
0 - Recipe driven 1 - Operator controlled(Control_ref:Control ref)
Start Index
End Index
Select one or more features. Hold Ctrl/Cmd for multi-select.
Train Model (9:1 Batch Split)
Open Legacy Simulator
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