Sentence examples for machine learning strategy from inspiring English sources
This system uses the machine learning strategy.
OBL is a machine learning strategy commonly used to increase the performance of metaheuristic algorithms.
A common approach for a QSAR analysis is the use of a machine learning strategy that processes sample data to learn a function that will predict binding affinities.
A machine learning strategy in the form of a multilayer perceptron (MLP) neural network was employed to correlate Fourier transform infrared (FTIR) spectral data with beef spoilage during aerobic storage at chill and abuse temperatures.
The results of this work indicated that the biochemical fingerprints during beef spoilage obtained by FTIR spectroscopy in combination with the appropriate machine learning strategy have significant potential for rapid assessment of meat spoilage.
While indoor RSS localization using WiFi, as well as some rather mediocre results with low-carrier count GSM fingerprints, have been discussed elsewhere, this is to our knowledge the first study to demonstrate that good quality indoor localization information can be obtained, in diverse settings, by applying a machine learning strategy to RSS vectors that contain the entire GSM band.
The machine learning strategies are divided into supervised and unsupervised classes.
We examine various feature combinations and several machine learning strategies designed to solve this problem.
The final performance per dataset was determined by context configuration (random selection, missing values, imbalance dataset, outliers, and other machine learning strategies).
These models arrive at features that are often tuned to suite a classifier using several machine learning strategies at selection or criteria assessment stage.
The most dramatic example of such devices is IBM's "Watson" [109], constructed with several subsystems that use different machine learning strategies with the great power of cognitive technologies to analyze the questions and arrive at the most likely answer.
