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 machine learning, and mor e specifically, to generating an error policy fora machine learning engine.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“Various areas of application exist for compressed gas-operate d apparatuses, in particular in the fieldof industrial manufacture and machinin g of workpieces. It is common to use compressed gas-operatedapparatuses to driv e a machining tool. Examples of this are grinding, polishing, deburring, or mill ingtools. Hand-guided compressed gas-operated apparatus as well as the fixing o f such apparatuses toa mechanically moveable holding device like, for example, a robotic arm are known. Non-hand-guidedcompressed gas-operated apparatuses on mechanically moveable holding devices can be arranged in workareas that are not visible or that are not accessible during operation due to constructive reasons or for reasons of work safety. Compressed gas-operated apparatuses stated at th e outset have proven themselvesin practice due to their deflectability for adap ting to component geometries, in particular due to occurringcomponent tolerance s, the deflectability of the tool unit in relation to the receiving unit making it possibleto compensate for component imprecision during machining.
查看更多>>摘要：The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “In filmmaking, “visual effects” (VFX) refers to a collection of techniques for manipulatingimagery in video. Many VFX techniqu es involve isolating a subject within the video imagery (e.g., fromthe backgrou nd). For example, a pixel map can define which pixels within a video frame perta in to thesubject (and which pertain to the background). Once the subject is iso lated, a variety of editing techniquescan be applied to the subject (or to the background) in isolation, including removing the subject, movingthe subject, ch anging the background against which the subject is portrayed, or applying effect s to thesubject alone.
查看更多>>摘要：By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews – According to news reporting based on a preprint a bstract, our journalists obtained the followingquote sourced from biorxiv.org:“Clostridioides difficile is the main cause of antibiotic related diarrhea and s ome ribotypes (RT), suchas RT027, RT181 or RT078, are considered high risk clon es.“A fast and reliable approach for C. difficile ribotyping is needed for a correc t clinical approach.“This study analyses high-molecular-weight proteins for C. difficile ribotyping with MALDI-TOF MS.Sixty-nine isolates representative of the most common ribotyp es in Europe were analyzed in the 17,000-65,000 m/z region and classified into 4 categories (RT027, RT181, RT078 and \’Other RTs\ ’). Fivesupervised Machine Learning algorithms were tested for this purpose: K- Nearest Neighbors, SupportVector Machine, Partial Least Squares-Discriminant An alysis, Random Forest and Light-Gradient BoostingMachine. All algorithms yielde d cross-validation results >70%, being RF a nd Light-GBM the bestperforming, with 88% of agreement. Area unde r the ROC curve of these two algorithms was >0.9.RT078 was correctly classified with 100% accuracy and isolates from the RT181 category could not bedifferentiated from RT027.”
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