scholarly journals Determination of accuracy value in id3 algorithm with gini index and gain ratio with minimum size for split, minimum leaf size, and minimum gain

Author(s):  
Randi Rian Putra ◽  
Hanna Willa Dhany
Author(s):  
Krzysztof Nowel ◽  
Sławomir Cellmer ◽  
Dawid Kwasniak

The Modified Ambiguity Function Approach – Integer Least Squares (MAFA-ILS) is one of the modern method for the precise real-time GNSS positioning, for many applications such as geodesy or surveying engineering. Contrary to the classic approach, in the MAFA-ILS method the solution is sought in the coordinate domain. However, to obtain a proper solution, the search region cannot be too small. On the other hand, to have an effective solution – in the computational load sense – this region cannot be too big. In this case the determination of the minimum size of appropriate search region is not a trivial task. The paper presents a certain solution of this problem.


2021 ◽  
Vol 51 (3) ◽  
pp. 275-280
Author(s):  
Karel Halačka ◽  
Karel Janko ◽  
Lukáš Vetešník

Information about ploidy is important in both commercial and conservation aquaculture and fish research. Unfortunately, methods for its determination, such as karyology, determination of the amount of DNA in a cell using microdensitometry or flow cytometry and/or measuring erythrocytes in a blood smear can be stressful or even destructive. Some of these methods are also limited by the relatively large minimum size of the individual being measured. The aim of this study was to test a new low-stress method of determining ploidy by measuring the size of erythrocytes in the capillaries of a fish, including small individuals. First, we examined diploid and triploid loach (Cobitis sp.) and gibel carp, Carassius gibelio (Bloch, 1782), using flow cytometry and blood smears, with these results being used as a control. Subsequently, we measured the size of erythrocytes in the caudal fin capillaries of anesthetized fishes of known ploidy under a light microscope. For both the loaches and gibel carp, direct observation of the mean erythrocyte size in epithelial fin capillaries provided a consistent and reliable determination of ploidy when compared with the controls based on flow cytometry and blood smears. This new method allows for rapid determination of ploidy in living small fish, where collection of tissue using other methods may cause excessive stress or damage. The method outlined here simply requires the measurement of erythrocytes directly in the bloodstream of a live fish, thereby making it possible to determine ploidy without the need for blood sampling. The method described is sufficiently efficient, less demanding on equipment than many other procedures, can be used by relatively inexperienced personnel and has benefits as regards animal welfare, which is especially important for fish production facilities or when dealing with rare or endangered species.


2019 ◽  
Vol 19 (1) ◽  
Author(s):  
Salim Abubakar ◽  
Riyadi Subur ◽  
Irmalita Tahir

Abstrak:Tujuan dari penelitian ini adalah untuk mengetahui ukuran pertama kali matang gonad dan ukuran mata jaring gillnet untuk penangkapan ikan kembung (Rastrelliger sp) di perairan Sidangoli Dehe. Pengambilan sampel dengan mengikuti kegiatan operasi penangkapan.dengan nelayan. Operasi penangkapan ikan dilakukan sebanyak 2 kali setiap minggu dan dilakukan selama satu bulan. Hasil tangkapan diambil secara acak (random sampling). Hasil tagkapan selanjutnya dilakukan pengukuran panjang cagak dan body girth. Penentuan tingkat kematangan gonad (TKG) yang dilakukan secara visual dengan melihat bentuk, warna serta perkembangan isi gonad.Hasil penelitian diperoleh ukuran pertama kali matang gonad ikan kembung (Rastrelliger sp) yang tertangkap di perairan Desa Sidangoli Dehe dengan kisaran panjang cagak 250,7 mm sedamgkan ukuran mata jaring insang minimum yang sebaiknya digunakan untuk penangkapan ikan kembung (Rastrelliger sp) yaitu 11,8 cm (4,6 inchi). Kata Kunci : Matang gonad, mata jaring, Rastrelliger sp, Sidangoli Dehe Abstract: The purpose of this study is to determine the size of first-time gonads and the size of gill-net for catching mackerel (Rastrelliger sp) in Dehe Sidangoli waters. Sampling by taking part in arrest operationswith fishermen. Fishing operations are carried out twice a week and carried out for one month. The catch is taken randomly. The result of the next tag is the measurement of the fork length and body girth. Determination of the level of gonad maturity (TKG) that is done visually by looking at the shape, color and development of gonadal contents. The results showed that the first size of mackerel gonad (Rastrelliger sp) that was caught in the waters of Sidangoli Dehe Village with a fork length of 250.7 mm was the minimum size of the gill-net which should be used for catching mackerel (Rastrelliger sp) which was 11.8 cm (4.6 inches). Keywords: Gonad mature, mesh, Rastrelliger sp, Sidangoli Dehe 


2021 ◽  
Vol 35 (11) ◽  
pp. 1344-1345
Author(s):  
Anna Pietrenko-Dabrowska ◽  
Slawomir Koziel

A procedure for rapid EM-based multi-objective optimization of compact microwave components is presented. Our methodology employs a recently developed nested kriging modelling to identify the search space region containing the Pareto-optimal designs, and to construct a fast surrogate model. The latter permits determination of the initial Pareto set, further refined using a separate surrogate-assisted process. As an illustration, a three-section impedance transformer is designed for the best matching and minimum size. The set of trade-off designs is produced at the low computational cost of only a few hundred of high-fidelity EM simulations of the transformer circuit despite a large number of its geometry parameters.


2019 ◽  
Vol 98 (1and2) ◽  
pp. 52
Author(s):  
A.A. Abdulrahaman ◽  
B. U. Olayinka ◽  
A. A. Al Sahli ◽  
I. A. Alaraidh ◽  
F. A. Oladele

2017 ◽  
Vol 3 (4) ◽  
pp. 75-88
Author(s):  
Gennady E Sereda ◽  
Vladimir M Strepetov

Objective. Of the work consists in receiving new analytic expressions for determination of inductance of vehicular electromagnets of transport levitation systems. Methods. The key feature of calculation model of onboard coils in accordance with their inductance on the example of squared electromagnets lies an assumption about a smallness of the size «heights» in comparison with its other geometrical sizes. There is also an assumption that thickness of a skin layer of the conductor significantly surpasses cross sectional size of the wire making the coil. The single-turn coil is considered, inductance of an actual electromagnet is accepted proportional to a square of the number of turns. When calculating inductance the dimensionless quantities are used. As an absolute, a quarter of perimeter of the coil on the centerline is chosen. The condition of obtaining the approximate formula for calculation of inductance of the flat rectangular coil is the small thickness of a winding in comparison with the geometrical sizes of the coil. Results. Accurate analytical expression for inductance of a «thin» source of squareshaped magnetic field as the algebraic sum of elementary functions has been received. Results of a numerical analysis show dependence of the relative inductance of the square-shaped flat coil on thickness relation to its minimum size. Influence of «elongation» of the coil (relation of length to width) is investigated. It is noted that inductance decreases with decrease of «elongation», and also with increase in the relation of thickness to the minimum size. Practical importance. The approximate formula for calculation of value of inductance has been obtained. Its uncertainty does not exceed 14 % in the areas of changes of all geometrical parameters of an electromagnet is output. Borders of practical application of the received analytic expressions at the accepted assumptions have been set. The received expressions are fairly simple structurally and are easily programmed


2015 ◽  
Vol 57 (2) ◽  
pp. 138-149
Author(s):  
B. VAN BRUNT ◽  
S. GUL ◽  
G. C. WAKE

We study a cell growth model with a division function that models cells which divide only after they have reached a certain minimum size. In contrast to the cases studied in the literature, the determination of the steady size distribution entails an eigenvalue that is not known explicitly, but is defined through a continuity condition. We show that there is a steady size distribution solution to this problem.


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