{ "sklearn": { "columns": [ "Name", "Gender", "City", "Working Professional or Student", "Profession", "Sleep Duration", "Dietary Habits", "Degree", "Have you ever had suicidal thoughts ?", "Family History of Mental Illness", "Academic Pressure_na", "Work Pressure_na", "CGPA_na", "Study Satisfaction_na", "Job Satisfaction_na", "Financial Stress_na", "Age", "Academic Pressure", "Work Pressure", "CGPA", "Study Satisfaction", "Job Satisfaction", "Work/Study Hours", "Financial Stress" ], "environment": [ "scikit-learn=1.3.2" ], "example_input": { "Academic Pressure": [ -0.04606674611568451, -0.04606674611568451, -0.04606674611568451 ], "Academic Pressure_na": [ 2, 2, 2 ], "Age": [ 1.2607895135879517, -0.19406381249427795, 1.584090232849121 ], "CGPA": [ 0.03309895098209381, 0.03309895098209381, 0.03309895098209381 ], "CGPA_na": [ 2, 2, 2 ], "City": [ 98, 28, 27 ], "Degree": [ 77, 90, 77 ], "Dietary Habits": [ 16, 21, 21 ], "Family History of Mental Illness": [ 1, 2, 2 ], "Financial Stress": [ 1.4229286909103394, 1.4229286909103394, 0.008482186123728752 ], "Financial Stress_na": [ 1, 1, 1 ], "Gender": [ 2, 2, 2 ], "Have you ever had suicidal thoughts ?": [ 1, 1, 2 ], "Job Satisfaction": [ 0.8020281791687012, 1.5897727012634277, -1.5612051486968994 ], "Job Satisfaction_na": [ 1, 1, 1 ], "Name": [ 79, 269, 90 ], "Profession": [ 46, 15, 56 ], "Sleep Duration": [ 30, 20, 30 ], "Study Satisfaction": [ 0.019511962309479713, 0.019511962309479713, 0.019511962309479713 ], "Study Satisfaction_na": [ 2, 2, 2 ], "Work Pressure": [ 1.588835597038269, -0.7938991189002991, -0.7938991189002991 ], "Work Pressure_na": [ 1, 1, 1 ], "Work/Study Hours": [ 1.2296171188354492, 1.4891586303710938, -1.1062564849853516 ], "Working Professional or Student": [ 2, 2, 2 ] }, "model": { "file": "model.pkl" }, "model_format": "pickle", "task": "tabular-classification" } }