Journal: Molecules

Article Title: A Review of Machine Learning and QSAR/QSPR Predictions for Complexes of Organic Molecules with Cyclodextrins

doi: 10.3390/molecules29133159

Figure Lengend Snippet: Summary of predictions for Δ G , ln ⁡ K , and log ⁡ K of complex formation with α-CD, arranged in chronological order.

Article Snippet: Δ G , about 200 [ , ] , 75%/25%, R package caret , PaDEL , ensemble of: Cubist, GBM, MARSplines, RF, polynomial SVR, RBF SVR (Rstudio) , for single models: R 2 test from 0.63 to 0.78, Q 2 LOO from 0.50 to 0.64 , + , [ ] .

Techniques: Software

Journal: Molecules

Article Title: A Review of Machine Learning and QSAR/QSPR Predictions for Complexes of Organic Molecules with Cyclodextrins

doi: 10.3390/molecules29133159

Figure Lengend Snippet: Summary of predictions for Δ G , ln ⁡ K , and log ⁡ K of complex formation with β-CD, arranged in chronological order.

Article Snippet: Δ G , about 200 [ , ] , 75%/25%, R package caret , PaDEL , ensemble of: Cubist, GBM, MARSplines, RF, polynomial SVR, RBF SVR (Rstudio) , for single models: R 2 test from 0.63 to 0.78, Q 2 LOO from 0.50 to 0.64 , + , [ ] .

Techniques: Software, Derivative Assay, Biomarker Discovery, Activity Assay

Journal: Industrial Health

Article Title: Powered-hand tools and vibration-related disorders in US-railway maintenance-of-way workers

doi: 10.2486/indhealth.2020-0133

Figure Lengend Snippet: Comparison of online provided vibration emission information in the North American and European markets of typical powered-hand tools used by MoW workers

Article Snippet: 26 , Air hammer , , Chicago Pneumatic , Air , yes , yes , 14.5 , 30.1 , 3.6 , ISO 20643 , CP0125 SVR.

Techniques: Comparison