Data Science, Machine Learning, Artificial Intelligence, Technology, Cybersecurity.
numpy as np import pandas as pd from sklearn.linear_model import LogisticRegression from sklearn.metrics import log_loss from sklearn.preprocessing import LabelEncoder # Create a synthetic dataset def generate_synthetic_data(num_samples=100): np.random.seed(42) names = [f'Person_{i}' for i in