Lsm Dasha Anya 8 Setsl (2024)

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Multiple Choice (10 marks — 1 mark each) Choose the best answer for each of the following (4 options each). a. In LSM Dasha Anya theory, the primary cycle length commonly used is: A) 8 years B) 16 years C) 120 years D) variable b. The term “Anya” in the context typically refers to: A) primary life span B) secondary influence C) external modifier D) none of the above c. A key assumption when combining dashas is: A) independence of cycles B) linear superposition C) dominant cycle suppression D) stochastic interaction d. Transition points between sets are best modeled as: A) instantaneous B) gradual with overlap C) cyclical resets D) random e. When calibrating LSM parameters, the preferred method is: A) least-squares optimization B) manual tuning C) rule-based heuristics D) random search f. Sensitivity analysis primarily measures: A) computational cost B) output variability due to inputs C) dataset size D) convergence speed g. For time-series input, recommended pre-processing includes: A) detrending and normalization B) random shuffling C) one-hot encoding of timestamps D) none h. A robust evaluation metric for predictive dashas is: A) RMSE B) accuracy (binary) C) BLEU D) IoU i. Ensemble combination of 8 sets typically improves: A) bias B) variance reduction C) training time D) interpretability j. The phrase “LSM” in many contexts stands for: A) Least Squares Method B) Linear State Machine C) Lattice Statistical Model D) leave unspecified lsm dasha anya 8 setsl