# printing Code print(ica_extract) Output Recipe Inputs: role #variables outcome 1 predictor 5 Operations: Centering and scaling for all_predictors() ICA extraction with carbon, hydrogen --- Code prep(ica_extract) Output Recipe Inputs: role #variables outcome 1 predictor 5 Training data contained 456 data points and no missing data. Operations: Centering and scaling for carbon, hydrogen, oxygen, nitrogen, sulfur [trained] ICA extraction with carbon, hydrogen [trained] # No ICA comps Code print(ica_extract_trained) Output Recipe Inputs: role #variables outcome 1 predictor 5 Training data contained 456 data points and no missing data. Operations: Centering and scaling for carbon, hydrogen, oxygen, nitrogen, sulfur [trained] No ICA components were extracted from carbon, hydrogen, oxygen, nitrogen, sulfur [trained] # empty printing Code rec Output Recipe Inputs: role #variables outcome 1 predictor 10 Operations: ICA extraction with <none> --- Code rec Output Recipe Inputs: role #variables outcome 1 predictor 10 Training data contained 32 data points and no missing data. Operations: ICA extraction with <none> [trained]
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