查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“Machine learning (ML) models have been used in healthcare such as disease diagnosis and detection. Insome cases, the predictive models ma y return a prediction, as well as a confidence score indicating themodel’s conf idence in the prediction (e.g., the probability returned by logistic regression) . A confidencescore is a number between 0 and 1 that represents the likelihood that the output of a Machine Learningmodel is correct and will satisfy a user’s request (the higher number the more likely the result of the modelmatching the user’s request). However, models may not always produce the correct confidence score (e.g.,a prediction of a class with confidence p is not correct 100*p perc ent of the time.). For example, amis-calibrated model (due to insufficient trai ning datasets and/or imbalanced training data) may result inconfidence scores d o not correspond to the probability of an answer being correct. There are method s forcalibrating machine learning models (e.g., sigmoid method, isotonic regres sion, Platt scaling, etc.) whichrequire finding a monotonic function mapping th e confidence score to correctness such as by comparingconfidence and accuracy o n the test sample.”
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“Machine learning (ML) models have been used in healthcare such as disease diagnosis and detection. Insome cases, the predictive models ma y return a prediction, as well as a confidence score indicating themodel’s conf idence in the prediction (e.g., the probability returned by logistic regression) . A confidencescore is a number between 0 and 1 that represents the likelihood that the output of a Machine Learningmodel is correct and will satisfy a user’s request (the higher number the more likely the result of the modelmatching the user’s request). However, models may not always produce the correct confidence score (e.g.,a prediction of a class with confidence p is not correct 100*p perc ent of the time.). For example, amis-calibrated model (due to insufficient trai ning datasets and/or imbalanced training data) may result inconfidence scores d o not correspond to the probability of an answer being correct. There are method s forcalibrating machine learning models (e.g., sigmoid method, isotonic regres sion, Platt scaling, etc.) whichrequire finding a monotonic function mapping th e confidence score to correctness such as by comparingconfidence and accuracy o n the test sample.”
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“BACKGROUND ART“In recent years, a technique for emitting charged particles such as ions has be come widely used invarious fields. As an example of the device, there is a stat ic eliminator of static electricity. The staticeliminator is a device for neutr alizing electrification charge by emitting, to a charged object, ions chargedpo sitively or negatively by corona discharge (for example, Patent Literature 1). T he static eliminator isused in production steps of various products such as ele ctronic devices, liquid crystals, or semiconductors,and contributes to improvem ent of the yield of a target product. The technique for emitting chargedparticl es is used not only in the static eliminator but also in various contexts such a s a semiconductorprocess or a thin film process.”
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“BACKGROUND ART“In recent years, a technique for emitting charged particles such as ions has be come widely used invarious fields. As an example of the device, there is a stat ic eliminator of static electricity. The staticeliminator is a device for neutr alizing electrification charge by emitting, to a charged object, ions chargedpo sitively or negatively by corona discharge (for example, Patent Literature 1). T he static eliminator isused in production steps of various products such as ele ctronic devices, liquid crystals, or semiconductors,and contributes to improvem ent of the yield of a target product. The technique for emitting chargedparticl es is used not only in the static eliminator but also in various contexts such a s a semiconductorprocess or a thin film process.”
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“The present invention relates to a building facade operati on with an unmanned aerial vehicle (UAV). Moreparticularly, the present inventi on pertains to a system and method for facade operations of a buildingfacade wi th an unmanned aerial vehicle.
查看更多>>摘要：News editors obtained the following quote from the background information suppli ed by the inventors:“The present invention relates to a building facade operati on with an unmanned aerial vehicle (UAV). Moreparticularly, the present inventi on pertains to a system and method for facade operations of a buildingfacade wi th an unmanned aerial vehicle.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: ““Example embodiments relate to a driving module and/or a motion assistance appar atus including thesame.“Biped walking may aid a human in performing various daily activities by freeing the hands of thehuman during walking. When experiencing difficulties in such s ignificant walking, a human body maybe exposed to a number of issues. For examp le, a decrease in muscular strength may restrict physicalactivities and cause a reduction in muscle mass, energy consumption, and metabolism.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors: ““Example embodiments relate to a driving module and/or a motion assistance appar atus including thesame.“Biped walking may aid a human in performing various daily activities by freeing the hands of thehuman during walking. When experiencing difficulties in such s ignificant walking, a human body maybe exposed to a number of issues. For examp le, a decrease in muscular strength may restrict physicalactivities and cause a reduction in muscle mass, energy consumption, and metabolism.
查看更多>>摘要：From the background information supplied by the inventors, news correspondents o btained the followingquote: “To manufacture products that consistently meet des ired design specifications, safely, timely andwith minimum waste, requires cons tant monitoring and adjustments to the manufacturing process.”
查看更多>>摘要：From the background information supplied by the inventors, news correspondents o btained the followingquote: “To manufacture products that consistently meet des ired design specifications, safely, timely andwith minimum waste, requires cons tant monitoring and adjustments to the manufacturing process.”
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