Deep Thoughts—Predicting Initial Treatment Response in Newly Diagnosed Epilepsy

Abstract

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Back to the Basics in Predictive Modeling—Predicting Surgical Success

“…no, as we should suspect by now. 4,5 The allure of breaking free of parametric assumptions is strong. Yet, even with the ability Epilepsy Currents , Vol.…”

“…Despite the hype, the answer was…no, as we should suspect by now. 4 , 5 The allure of breaking free of parametric assumptions is strong. Yet, even with the ability to search higher order interactions unfettered, their 2 machine learning models (both: accuracy 72%, AUC 0.70) performed no better than logistic regression.…”