Why does K-means always converge?

Why does K-means always converge? Since the algorithm iterates a function whose domain is a finite set, the iteration must eventually enter a cycle. Hence k-means converges in a finite number of iterations. Does K mean guaranteed to converge? Show that K-means is guaranteed to converge (to a local optimum). To prove convergence of the […]

Is hydrogen a homogeneous or heterogeneous mixture?

Is hydrogen a homogeneous or heterogeneous mixture? sand and salt: heterogeneous; salt water: homogeneous; pure water: compound; tossed salad: heterogeneous; hydrogen: element; unfiltered air: homogeneous; an apple: heterogeneous; granite: heterogeneous; iron: element; iron with rust: heterogeneous; nitric acid: compound; wood: heterogeneous. Is ammonia a pure substance or a mixture? Pure Substances Pure Substance Element or […]

What do architects need to consider when designing a building?

What do architects need to consider when designing a building? Five factors architects should consider when selecting building and flooring materials Physical Requirements. Obviously, the building materials must be functional for the intended purpose of the building. User Experience. Time and Money. Context/Setting. Upkeep. What are architects liable for? An engineer or an architect must […]

What is a developing flow?

What is a developing flow? Fully developed flow implies that the velocity profile does not change in the fluid flow direction hence the momentum also does not change in the flow direction. In such a case, the pressure in the flow direction will balance the shear stress near the wall. How do you tell if […]

What is 70 dB noise level?

What is 70 dB noise level? Sound is measured in decibels (dB). A whisper is about 30 dB, normal conversation is about 60 dB, and a motorcycle engine running is about 95 dB. Noise above 70 dB over a prolonged period of time may start to damage your hearing. Loud noise above 120 dB can […]

What is the aim of tensile test?

What is the aim of tensile test? Tensile tests help determine the effectiveness and behavior of a material when a stretching force acts on it. These tests are done under optimum temperature and pressure conditions and determine the maximum strength or load that the material can withstand. What two values are determined from a tensile […]

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