Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Current study results on Machine Learn ing have been published. According to newsoriginating from Milton Keynes, Unite d Kingdom, by NewsRx editors, the research stated, “A fundamentalquestion in ma chine learning is: ‘What are the chances that a statistically significant result will replicate?’The standard framework of null hypothesis significance testing , however, cannot answer this questiondirectly. In this work, we derive formula s for estimating the replication probability that are applicable intwo of the m ost widely used experimental designs in machine learning: the comparison of two classifiersover multiple benchmark datasets and the comparison of two classifie rs in k-fold cross-validation.”
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