Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML by Ayush Garg (21090944)

Subjects:

IL-33 supplementation fails to prevent trTreg reduction in established infection. by Santiago Boccardo (5927954)

Table 1_Whole-body vibration administered during a 3-week in-hospital multidisciplinary body weight reduction program increases resting energy expenditure in obese adolescents, a r... by Sofia Tamini (22261204)

“…In contrast, subgroup A showed no significant change in REE, with values decreasing from 2204.0 ± 307.4 kcal/day to 2020.8 ± 442.5 kcal/day (Δ = ˗183.2 kcal, p = ns). …”

Test equipment. by Haotian Guo (6620120)

“…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …”

Basic physical properties of soil samples. by Haotian Guo (6620120)

“…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …”

Moisture content change curve. by Haotian Guo (6620120)

“…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …”

Soil sample preparation process. by Haotian Guo (6620120)

“…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …”

Freezing of soil samples. by Haotian Guo (6620120)

“…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …”

Local schematic diagram of freezing device. by Haotian Guo (6620120)

“…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …”

Temperature curve of sample D1. by Haotian Guo (6620120)

“…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …”

The apparent cold structure of soil. by Haotian Guo (6620120)

“…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …”

Test Schedule. by Haotian Guo (6620120)

“…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …”

Temperature curve of sample T1. by Haotian Guo (6620120)

“…The cooling rate significantly affected the frost heave ratio: under closed conditions, the ratio decreased, whereas under open water supply conditions, the vertical frost heave displacement increased with higher cooling rates.Moisture migration within the specimen was notably different under the two replenishment conditions. …”

Rut inhibited the degradation of TJPs to reduce BBB breakdown and also suppressed apoptosis of brain tissue cells. by Zhixuan Huang (6750410)

Tregs frequency is reduced in lymphoid and non-lymphoid target tissues during acute <i>T</i>. <i>cruzi</i> infection. by Santiago Boccardo (5927954)

Rut alleviated BBB damage in MCAO rats and exerted neuroprotective effects. by Zhixuan Huang (6750410)

Effect of Rut on neuronal injury caused by OGD. by Zhixuan Huang (6750410)

ST2+ KLRG-1+ Tregs from <i>T</i>. <i>cruzi</i> infected mice exhibit a phenotype compatible with <i>bona fide</i> trTregs. by Santiago Boccardo (5927954)

Inflammatory and microbial-derived signals are unable to restrict IL-33 mediated expansion of trTregs <i>in vitro</i>. by Santiago Boccardo (5927954)

Tissue repair Tregs are reduced in target tissues and lymphoid organs during acute <i>T</i>. <i>cruzi</i> infection. by Santiago Boccardo (5927954)