diff --git a/exploration/ml_pipeline_classification.py b/exploration/ml_pipeline_classification.py index 67514a3..d005785 100644 --- a/exploration/ml_pipeline_classification.py +++ b/exploration/ml_pipeline_classification.py @@ -52,14 +52,14 @@ SEGMENT_TYPE = "period" print("SEGMENT_TYPE: " + SEGMENT_TYPE) SEGMENT_LENGTH = "30_minutes_before" print("SEGMENT_LENGTH: " + SEGMENT_LENGTH) -TARGET_VARIABLE = "appraisal_stressfulness" +TARGET_VARIABLE = "JCQ_job_control" print("TARGET_VARIABLE: " + TARGET_VARIABLE) -PATH_FULL = ( - PATH_BASE - / SEGMENT_LENGTH - / ("input_" + TARGET_VARIABLE + "_" + SEGMENT_TYPE + "_mean.csv") -) +if "appraisal" in TARGET_VARIABLE: + TARGET_VARIABLE += "_" + TARGET_VARIABLE += SEGMENT_TYPE + +PATH_FULL = PATH_BASE / SEGMENT_LENGTH / ("input_" + TARGET_VARIABLE + "_mean.csv") model_input = pd.read_csv(PATH_FULL)