After training the network with EEG recordings of 26 neonates, five end layers performing the classification were replaced with a random forestclassifierin order to improve the performance. This resulted in a false alarm rate of 0.9 per hour and seizure detection rate of 77% using a test set of EEG recordings of 22 neonates that also included ...
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Deloitte’sTRADEclassifierhelps companies to take control of their classification process and get valuable insights into the quality of the classification master data. By leveraging Machine Learning techniques, theTRADEclassifierprovides continuous support to this labor-intensive process.
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Background: Decipher is a genomicclassifierdesigned to predict the development of distant metastases after surgical treatment of prostate cancer (PC). Its long-term prognostic role in a high-risk PC population has not been investigated previously. Objective: To determine the prognostic role of the Decipher genomicclassifierin two high-risk PC case-control studies.
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SpiralClassifier16347. An operational model for a spiralclassifier. 2016-5-15 183 A typical spiralclassifieris shown in Fig. 1.The geometry of a spiral is characterized by the length or number of turns, the diameter, the pitch and the shape of the trough.The spiral feed is a mixture of water and ground particles that is gravity fed at the
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AssessClassifierPerformance in Classification Learner. After trainingclassifiersin Classification Learner, you can compare models based on accuracy scores, visualize results by plotting class predictions, and check performance using confusion matrix and ROC curve.
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Choose aclassifier. On theClassification Learnertab, in the Model Type section, click aclassifiertype. To see all availableclassifieroptions, click the arrow on the far right of the Model Type section to expand the list ofclassifiers. The nonoptimizable model options in the Model Type gallery are preset starting points with different settings, suitable for a range of different ...
Choose aclassifier. On the Classification Learner tab, in the Model Type section, click aclassifiertype. To see all availableclassifieroptions, click the arrow on the far right of the Model Type section to expand the list ofclassifiers. The nonoptimizable model options in the Model Type gallery are preset starting points with different settings, suitable for a range of different ...
