junos
/
stress_at_work_analysis
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity

Improve removal of "medium" class.

master
junos 2023-05-31 22:46:49 +02:00
parent 112d968715
commit db06584ddd
1 changed files with 3 additions and 2 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

3
exploration/ml_pipeline_classification_composite.py
View File

@ -102,7 +102,8 @@ model_input["target"], edges = pd.cut(
) # ['low', 'medium', 'high']
print(model_input["target"].value_counts())
REMOVE_MEDIUM = True
if ("medium" in model_input["target"]) and REMOVE_MEDIUM:
if REMOVE_MEDIUM:
if "medium" in model_input["target"]:
model_input = model_input[model_input["target"] != "medium"]
model_input["target"] = (
model_input["target"].astype(str).apply(lambda x: 0 if x == "low" else 1)