ransom olds developed the assembly-line method of production for automobiles.
ransom olds developed the assembly-line method of production for automobiles.
who developed the assembly-line method of production for automobiles?
ransom olds
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although the mathematical support for the method is given in terms of asymptotic results, the algorithm has been empirically verified to work well in a variety of data sets with reasonable dimensionality. in addition to the localized jump method described above, there exists a second algorithm for choosing "k" using the same transformed distortion values known as the broken line method. the broken line method identifies the jump point in the graph of the transformed distortion by doing a simple least squares error line fit of two line segments, which in theory will fall along the "x"-axis for "k" < "g", and along the linearly increasing phase of the transformed distortion plot for "k" ≥ "g". the broken line method is more robust than the jump method in that its decision is global rather than local, but it also relies on the assumption of gaussian mixture components, whereas the jump method is fully non-parametric and has been shown to be viable for general mixture distributions.
determining the number of clusters in a data set