Sentence examples for methods tested and from inspiring English sources
Many steps could be taken right now to improve yields while diminishing the need for herbicides and pesticides, including sophisticated rotational systems, targeted applications of chemicals and other methods tested and demonstrated in the U.S.D.A./Iowa State University Marsden Farm study (about which I wrote last year).
AquaMaps outputs compare well to the existing methods tested, and inclusion of expert knowledge results in a general improvement in model outputs.
The quality of the extracted DNA was comparable for the two preservation and two extraction methods tested and the detectability remained similar for all of them.
We did some light pre-processing on the data in order to unify the input for all the methods tested and to eliminate some of the noise caused by the sensor error.
Thus, the machine learning methods outlined in this paper are conceptually simpler and more efficient than other methods tested and the use of simple topological descriptors derived from 2D structure give results competitive with other approaches using more expensive quantum chemical descriptors.
This study demonstrated that Bayesian optimization not only provides better classification accuracy than the other optimization approaches tested but is also much faster and directed in the majority of cases, the number of iterations required to achieve optimal performance was the lowest out of the all methods tested, and the set of parameters tested provided the best predictions on average.
The light source gave illuminance levels greater than those produced by any other method tested, and also had considerable advantages in terms of ease of use and safety.
For the methods tested, DMRcate and comb-p are the clear frontrunners in terms of predictive performance.
The extractive methods tested were: static and dynamic maceration, ultrasound, ultra-turrax and reflux.
Different data preprocessing methods were tested and the methods leading to the lowest RMSECV were chosen.
Figure 12 shows the impact of imaging techniques and processing methods tested with the QA phantom.
