An Introduction To Statistical Learning Novels & Stories

The night before high school graduation, Ethan Luciano pulled me into his bedroom. His hands were rough, his touch demanding, yet my heart overflowed with a decade's worth of unspoken longing. I'd loved Ethan for ten years, and finally, it seemed my silent wishes had come true. Afterwards, as we lay tangled in his sheets, he whispered that he'd marry me after graduation. Once he took over the Luciano family's empire from his father, he'd make me the most cherished woman in the family. I believed him. The next morning, I sat curled up against his bare chest as he casually told my foster brother, Lucas, about us. My cheeks were flushed, and my heart raced, still clinging to the sweetness of the night before. However, then their conversation shifted into Italian. Lucas smirked, leaning back against the doorframe. "Not bad, Young Boss. Your first time, and the school's 'it girl' just threw herself at you. So, how's my little sister taste?" Ethan gave a lazy chuckle. "Looks like an angel, but a freak in the sheets. Who would’ve thought?" The room erupted in low, conspiratorial laughter. Lucas raised a brow. "So, should I call her my little sister or my future sister-in-law?" Ethan’s tone darkened, his arm tightening around my waist for a moment. Then he let out a sigh. "She’s nothing. Just practice," he said, his voice dropping to a whisper. "I’m trying to hook up with the cheer captain, Sylvia Dawson, but I don’t want her thinking I’m clueless in bed. Cynthia Saville’s just a warm-up." He paused. "But don’t tell Sylvia. I don’t need her getting all emotional." They didn't know that I’d spent months secretly learning Italian, preparing for the life I thought I’d share with Ethan. I didn't say a word. Later that day, I quietly withdrew my early decision application to Caltech and applied to MIT instead.

My name is Daniella Limebear. In my past life, my long-lost younger sister, Heidi Limebear, returns home. On her very first day back, I hear the faint whispers of her heart: "At the riverside, I saw the other kids learning to swim with their dads… I wish I could join them." The next day, I drive Heidi to the clearest stretch of river in the countryside. I teach her to float and paddle, guiding her hands with mine. Without warning, she lets out a scream and disappears beneath the water. I plunge into the river, fighting against the current to reach her. Suddenly, she clutches my arm and pulls me under. With the last of my strength, I push her toward the shore. Water fills my lungs, and darkness swallows me. Amid the piercing wail of the ambulance siren, Heidi curls into our mother's arms, tears streaking her cheeks. Mom slaps me across the face. In Dad's eyes, there is only utter disappointment. "Heidi has already endured so much while she was gone for ten years! I can't believe you would try to drown her the moment she comes home!" he snaps. I stand frozen, unable to defend myself. Shortly after the incident, a group of troublemakers just outside the school gates corners Heidi. Once again, I "hear" her cries of despair echoing in my mind: "He said if I don't meet him tonight, he'll set our home on fire! Daniella, please save me! You're the only one who can." The moment I arrive at the scene, I'm immediately surrounded by a group of thugs. With cruel, mocking smiles, they close in from all sides. "Don't blame us. Your precious younger sister paid us five thousand dollars to kill you." "She claimed that once you're out of the picture, the billion‑dollar inheritance goes straight to her." Just as I begin to suffocate, I notice Heidi standing not far away. Her face remains perfectly calm and composed. When I open my eyes again, I realize I've returned to the day she was found and brought home. Once more, her inner voice echoes in my ears: "I really want to swim… I wish Daniella would take me."

After my family joined hands to send me to prison for three years, I start learning how to behave myself. I do whatever everyone else tells me to do. The day I'm released from prison, my wife, Regina Johnson, sits in the car and says coldly, "If you ever lay those hands of yours on Ty again, I'll…" Before she can say anything else, I jump out of the car, pick up a brick from the side of the road, and smash my hand into a pulp with it. Regina stares at the bone sticking out and goes pale. When we get back home, Tyler Lowe, my adopted younger brother, ambushes me in the bathroom and scoffs. "So what if you're the biological son of the Lowe family? I can just as easily have you kicked out of the family!" Then, he uses a blade to make a small cut on one of his fingers before crying out in alarm, "If you really hate me, Cal, I'll leave right away! Please don't kill me!" Regina and my older sister, Calista Lowe, enter just in time to witness his display. Shaking with anger, they stomp on my wound with their high heels. "You haven't changed one bit! If anything happens to Ty, I'll make you pay for it with your life!" I nod obediently and march straight to the kitchen, where I jump into the massive meat grinder before turning it on. The blood and bits of flesh spray all over Mom and Dad, who end up walking in right then. Mom lets out a shrill shriek before fainting, while Dad forces himself to remain composed as he turns off the power. At this point, even Regina, my sharp-tongued wife, can't find the words to say anything. She stands frozen, her body trembling. When we're inside the ambulance, Tyler clings to Regina, quivering as he says, "This has nothing to do with me! He jumped into the machine himself. You have to believe me!" It's almost impossible for me to stay conscious through the unbearable pain, but I muster the strength to nod along with him. After failing to win over my family, I'd spent three years in prison. Later on, the system told me that if I showed absolute obedience until the day I died, I would receive massive financial compensation and be transported back to my original world.

My girlfriend, Bethany Olsen, and I are known as the two pillars of the surgical department. Bethany is an extremely skilled surgeon who has developed her own unique surgical method. Meanwhile, I'm well-known for being able to deal with all sorts of complications and side effects, no matter how tough they are. Throughout our five years of relationship, Bethany keeps her guard around me to prevent me from learning her techniques. She refuses to let me watch her surgical footage. Even if we end up in the same surgery, she'll always hide the most critical step from me. She does all this simply because she's afraid that I might steal her job. Later on, my mom becomes terribly ill. Only Bethany is capable of performing a life-saving surgery on her. I get down on my knees and beg Bethany desperately to save my mom. Yet, she refuses to operate on my mom, no matter what. Bethany even sneers at me. "It so happens that your mom falls ill at such a right timing, eh? I think you just want me to operate on her right in front of you so that you can learn my techniques!" In the end, my mom's heart stops beating in the ICU. When I'm dealing with the postmortem process, I accidentally overhear Bethany's conversation with a colleague. "Gregory kneeled before you today, Bethany. I can't believe you still listened to Seth's advice by not performing the surgery on Mdm. Webber." Bethany says nonchalantly, "Actually, I was starting to doubt myself. Thank goodness Seth told me that it's almost time for our work performance to get evaluated. I'm very sure Gregory is trying to seize the opportunity to climb the career ladder. As if I'll let him have his way! "Besides, Gregory isn't my student at all. If anything does happen to his mom, I can take the liberty to let Seth handle it. I've already taught him everything I know, so right now, he lacks a patient to test his skills on." It turns out that Bethany isn't afraid of me stealing her job. It's just that I'll always be an outsider to her. I just turn on my heel and walk away without saying anything. After all, I still have to see my mom off one last time. As for Bethany, she has nothing to do with me the moment she refuses to perform the surgery on my mom.