Run-time analysis of common machine learning algorithms

Does anyone have reference to a summary of run-time analyses for common machine learning algorithms (different flavors of NN, SVMs, etc)?


Here are some superficial tables:

  • The Computational Mathematics of Statistical Data Mining. PPT

  • Table 1 in:

    Chu, C. T., Kim, S. K., Lin, Y. A., Yu, Y., Bradski,
    G. R., Ng, A. Y., & Olukotun, K. (2006). Mapreduce for machine learning on multicore. Neural
    Information Processing Systems (pp. 281–288). PDF

Source : Link , Question Author : C. Reed , Answer Author : Community

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