A computing system and method for selecting parameters for a data mining
modeling algorithm. The computing system comprises a computer readable
medium and computing devices electrically coupled through an interface
apparatus. A data mining modeling algorithm and test data are stored on
the computer readable medium. Each of the computing devices comprises a
data subset from the a plurality of data subsets. The data mining
modeling algorithm is distributed simultaneously using a selected
technique to each of the computing devices. An associated parameter
setting for each data mining modeling algorithm in each of the computing
devices is adjusted simultaneously. Each associated parameter setting
comprises a different parameter setting. Each data mining modeling
algorithm comprising the associated parameter setting is run
simultaneously to generate an associated data mining model on each of the
computing devices. A data mining modeling algorithm comprising a best
parameter setting is determined.