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trainSVM out of memory

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Im training the defaultPeopleDetector.yml in windows on the IRNIA data set. Im am using the default settings for trainSVM and the code provided in the example and its throwing an out of memory error. I've tried increasing the windows page memory allocation to 80GB though it still throws the error. Has anyone encountered this error and is there a detailed explanation on the SVM parameters anywhere?

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