Classification, Catboost, Fastapi, Docker, Streamlit.
import ( accuracy_score, classification_report, recall_score, confusion_matrix, roc_auc_score, precision_score, f1_score, roc_curve, auc ) from sklearn.preprocessing import OrdinalEncoder from catboost import CatBoostClassifier, Pool ################################################## Data Loading