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As the training proceeded, the model showed great VA of 99.11%. These high values of VA demonstrates that the training of the model has been completed effectively and the model has learnt the critical patterns from the images. The model has performed greatly on the validation set thus ...
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They also incorporated batch normalization, and a convolutional auto-encoder network to their model. Moreover, the researchers integrated advanced DL models with \(\:\text{t}\text{r}\text{a}\text{d}\text{i}\text{t}\text{i}\text{o}\text{n}\text{a}\text{l}\:\text{M}\text{L}\:...
Henrique BM, Sobreiro VA, Kimura H (2018) Stock price prediction using support vector regression on daily and up to the minute prices. J Finance Data Sci 4(3):183–201. Gupta D, Pratama M, Ma Z, Li J, Prasad M (2019) Financial time series forecasting using twin support vector regress...
a and b refer to the training curves and predictions in the AMC-Va set, respectively eate between the segments, improving the overall precision of segmentation, albeit at the cost of extended training time. The trend highlights the delicate balance between focusing on hard-to-classify pixels and...
Zn ferrite is the common material for electrochemical applications due to its eco-friendly nature, sufficient resources, cost-effectiveness, strong redox process and extraordinary theoretical capacity of 2600 F g−1(Vadiyar et al.2015,2016a; Raut and Sankapal2016; Zhang et al.2018a). However,...
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The contact point spacing of the electronic levels in the y direction was 64 mm, thus the slope in y vared by 256 nrad. The error in the slope reading in the x direction was then 0.13 µrad. 4. The slope error due to placement and setting of the levels is described by Δα =...