Many scientific problems entail labeling data items with one of a given, finite set of classes based on features of the data items. For example, oncologists classify tumors as different known cancer ...
Abstract: In the past decades, the ensemble systems have been shown as an efficient method to increase the accuracy and stability of classification algorithms. However, how to get a valid combination ...
Abstract: A printed circuit board (PCB) surface-mounted devices (SMDs) defect detection algorithm based on random forest (RF) was proposed to detect pin defects, resistor defects, and capacitor ...
Background High recurrence rates following radical hepatectomy for hepatocellular carcinoma (HCC) remain a major clinical challenge. While postoperative adjuvant transcatheter arterial ...
Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.
Is it possible to predict the composition of a microgram-sized salt deposit solely from its macroscopic appearance? While the task seems intractable, we show that for pure aqueous salt solutions dried ...
To use the library you need to click on this link. It will automatically add all the code of the library in your Google Earth Engine personal account. You only need to perform this procedure once.
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