yo
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README.md
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license: mit
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library_name: sklearn
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pipeline_tag: tabular-classification
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---
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license: mit
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library_name: sklearn
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pipeline_tag: tabular-classification
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+
---
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# human-disease-prediction
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```python
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import joblib
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import numpy
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from huggingface_hub import hf_hub_download
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model = joblib.load(
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hf_hub_download("AWeirdDev/human-disease-prediction", "sklearn_model.joblib")
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)
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model.predict(
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numpy.array([your_data])
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)
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```
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The `your_data` variable should be a vector of zeros and ones.
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A zero means "False," and a one means "True."
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Create a vector that pairs with the following symptoms, then the model will predict what disease it might be.
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```python
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['itching',
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'skin_rash',
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'nodal_skin_eruptions',
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'continuous_sneezing',
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'shivering',
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'chills',
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'joint_pain',
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'stomach_pain',
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'acidity',
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'ulcers_on_tongue',
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'muscle_wasting',
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'vomiting',
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'burning_micturition',
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'spotting_ urination',
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'fatigue',
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'weight_gain',
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'anxiety',
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'cold_hands_and_feets',
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'mood_swings',
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'weight_loss',
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'restlessness',
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'lethargy',
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'patches_in_throat',
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'irregular_sugar_level',
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'cough',
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'high_fever',
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'sunken_eyes',
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'breathlessness',
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'sweating',
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'dehydration',
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'indigestion',
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'headache',
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'yellowish_skin',
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'dark_urine',
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'nausea',
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'loss_of_appetite',
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'pain_behind_the_eyes',
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'back_pain',
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'constipation',
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'abdominal_pain',
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'diarrhoea',
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'mild_fever',
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'yellow_urine',
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'yellowing_of_eyes',
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'acute_liver_failure',
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'fluid_overload',
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'swelling_of_stomach',
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'swelled_lymph_nodes',
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'malaise',
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'blurred_and_distorted_vision',
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'phlegm',
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'throat_irritation',
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'redness_of_eyes',
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'sinus_pressure',
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'runny_nose',
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'congestion',
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'chest_pain',
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'weakness_in_limbs',
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'fast_heart_rate',
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'pain_during_bowel_movements',
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'pain_in_anal_region',
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'bloody_stool',
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'irritation_in_anus',
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'neck_pain',
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'dizziness',
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'cramps',
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'bruising',
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'obesity',
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'swollen_legs',
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'swollen_blood_vessels',
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'puffy_face_and_eyes',
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'enlarged_thyroid',
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'brittle_nails',
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'swollen_extremeties',
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'excessive_hunger',
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'extra_marital_contacts',
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'drying_and_tingling_lips',
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'slurred_speech',
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'knee_pain',
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'hip_joint_pain',
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'muscle_weakness',
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'stiff_neck',
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'swelling_joints',
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'movement_stiffness',
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'spinning_movements',
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'loss_of_balance',
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'unsteadiness',
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'weakness_of_one_body_side',
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'loss_of_smell',
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'bladder_discomfort',
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'foul_smell_of urine',
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'continuous_feel_of_urine',
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'passage_of_gases',
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'internal_itching',
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'toxic_look_(typhos)',
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'depression',
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'irritability',
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'muscle_pain',
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'altered_sensorium',
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'red_spots_over_body',
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'belly_pain',
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'abnormal_menstruation',
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'dischromic _patches',
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'watering_from_eyes',
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'increased_appetite',
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'polyuria',
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'family_history',
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'mucoid_sputum',
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'rusty_sputum',
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'lack_of_concentration',
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'visual_disturbances',
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'receiving_blood_transfusion',
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'receiving_unsterile_injections',
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'coma',
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'stomach_bleeding',
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'distention_of_abdomen',
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'history_of_alcohol_consumption',
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'fluid_overload.1',
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'blood_in_sputum',
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'prominent_veins_on_calf',
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'palpitations',
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'painful_walking',
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'pus_filled_pimples',
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'blackheads',
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'scurring',
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'skin_peeling',
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'silver_like_dusting',
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'small_dents_in_nails',
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'inflammatory_nails',
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'blister',
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'red_sore_around_nose',
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'yellow_crust_ooze']
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```
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## Accuracy
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It has been reported as `1.0` (100%), but I don't believe it.
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