Example . matrix list e(rules) e(rules)[1,4] c1 c2 c3 c4 r1 0 0 0 0 An item from e(rules)["r1","c1"] has tag elements: result[rules] result_type[matrix] program_class[eclass] rowname[r1] colname[c1] Collections Special matrices e(b) and e(V) are not consumed like ...
Soybean leaf parameter estimation based on the Cat Boost model. The R2, MAE, and ATPA values are the result of tenfold cross-validation. The x-axis labels represent different input variables for Cat Boost M1-M7. M1: SCA1; M2: SSC; M3: SPA1; M4: SCA1 + SPA1; M5: SCA1 +...
After the models have been built and trained, we can use M1 and M2, if needed, to estimate the result size and processing cost. Then, we use M3 to decide the best partition strategy. If the partition strategy requires the number of partitions to be set, then we use M4 to tune this ...
In the animal contour step, image thresholding is first carried out and then the contour in the image is extracted. The following formula is used to determine whether the frame is social or not, whereistands for a frame,Ristands for the judgement result of this frame and numistands for the...
The emission estimates are higher for premium economy, business and first seating classes because the seats in these sections take up more space. As a result, those seats account for a larger share of the flight's total emissions. Different space allocations on narrow and wide-body aircraft are...
While no existing assay can measure all single cells in a population, we nevertheless demonstrated that our result is non-trivial, since mixing up bulk samples (to serve as a negative control) did not reveal such synergy. We also showed that these results were not confounded by the larger ...
The prediction result graph shows the relationship between the actual battery capacities and the estimated capacities from the fine-tuned model. The solid line represents the actual battery capacities, while the dots indicate the estimated capacities after model fine-tuning. Each graph also presents the...
‘M-QAM symbol error rate’, we calculate the SER based on displacement error vector analysis. It is further simplified using the power distribution pattern of the desired and mirror signals. Then, the previous result is extended towards BER in Section ‘Bit error rate for M-QAM symbol ...
We used version idtracker.ai27v.3, taken from commit 6b89601b; we tested it on tri-mouse and marmoset data. We report the MOTA results in Extended Data Fig.8. For marmoset data, reasonable parameters to segment individual animals with the GUI could not be found (likely due to the comple...
The simulated minor QTL, which was not found in the Estimation of the model parameters: As the indicator analysis had small effect size. and effect size always appear together as a pair in the The markers near two minor QTLs (411 and 432) out of models (2–4), the two quantities are...