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Sunday, 9 June 2024
Show HN: A self-generalizing, hyperparameter-free gradient boosting machine https://bit.ly/3x8OZGe
Show HN: A self-generalizing, hyperparameter-free gradient boosting machine PerpetualBooster is a gradient boosting machine (GBM) algorithm which doesn't have hyperparameters to be tuned so that you can use it without needing hyperparameter optimization packages unlike other GBM algorithms. Similar to AutoML libraries, it has a budget parameter which ranges between (0, 1). Increasing the budget parameter increases predictive power of the algorithm and gives better results on unseen data. https://bit.ly/3Kyg3C3 June 9, 2024 at 09:02AM
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