Instructions to use gianlab/random-forest-model-disease-symptom-prediction with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use gianlab/random-forest-model-disease-symptom-prediction with Scikit-learn:
import joblib from skops.hub_utils import download download("gianlab/random-forest-model-disease-symptom-prediction", "path_to_folder") model = joblib.load( "skops-iw9h_jza.pkl" ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - Notebooks
- Google Colab
- Kaggle
File size: 2,332 Bytes
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itching,1
skin_rash,3
nodal_skin_eruptions,4
continuous_sneezing,4
shivering,5
chills,3
joint_pain,3
stomach_pain,5
acidity,3
ulcers_on_tongue,4
muscle_wasting,3
vomiting,5
burning_micturition,6
spotting_urination,6
fatigue,4
weight_gain,3
anxiety,4
cold_hands_and_feets,5
mood_swings,3
weight_loss,3
restlessness,5
lethargy,2
patches_in_throat,6
irregular_sugar_level,5
cough,4
high_fever,7
sunken_eyes,3
breathlessness,4
sweating,3
dehydration,4
indigestion,5
headache,3
yellowish_skin,3
dark_urine,4
nausea,5
loss_of_appetite,4
pain_behind_the_eyes,4
back_pain,3
constipation,4
abdominal_pain,4
diarrhoea,6
mild_fever,5
yellow_urine,4
yellowing_of_eyes,4
acute_liver_failure,6
fluid_overload,6
swelling_of_stomach,7
swelled_lymph_nodes,6
malaise,6
blurred_and_distorted_vision,5
phlegm,5
throat_irritation,4
redness_of_eyes,5
sinus_pressure,4
runny_nose,5
congestion,5
chest_pain,7
weakness_in_limbs,7
fast_heart_rate,5
pain_during_bowel_movements,5
pain_in_anal_region,6
bloody_stool,5
irritation_in_anus,6
neck_pain,5
dizziness,4
cramps,4
bruising,4
obesity,4
swollen_legs,5
swollen_blood_vessels,5
puffy_face_and_eyes,5
enlarged_thyroid,6
brittle_nails,5
swollen_extremeties,5
excessive_hunger,4
extra_marital_contacts,5
drying_and_tingling_lips,4
slurred_speech,4
knee_pain,3
hip_joint_pain,2
muscle_weakness,2
stiff_neck,4
swelling_joints,5
movement_stiffness,5
spinning_movements,6
loss_of_balance,4
unsteadiness,4
weakness_of_one_body_side,4
loss_of_smell,3
bladder_discomfort,4
foul_smell_ofurine,5
continuous_feel_of_urine,6
passage_of_gases,5
internal_itching,4
toxic_look_(typhos),5
depression,3
irritability,2
muscle_pain,2
altered_sensorium,2
red_spots_over_body,3
belly_pain,4
abnormal_menstruation,6
dischromic_patches,6
watering_from_eyes,4
increased_appetite,5
polyuria,4
family_history,5
mucoid_sputum,4
rusty_sputum,4
lack_of_concentration,3
visual_disturbances,3
receiving_blood_transfusion,5
receiving_unsterile_injections,2
coma,7
stomach_bleeding,6
distention_of_abdomen,4
history_of_alcohol_consumption,5
fluid_overload,4
blood_in_sputum,5
prominent_veins_on_calf,6
palpitations,4
painful_walking,2
pus_filled_pimples,2
blackheads,2
scurring,2
skin_peeling,3
silver_like_dusting,2
small_dents_in_nails,2
inflammatory_nails,2
blister,4
red_sore_around_nose,2
yellow_crust_ooze,3
prognosis,5
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