BACKGROUND Body Mass Index (BMI) is widely regarded as an important clinical trait for obesity and other diseases such as Type 2 diabetes, coronary heart disease, and osteoarthritis. METHODS This study uses 6,011 samples of genotype data from ethnic Korean subjects. The data was retrieved from the Korea Association Resource. To identify the BMI-related markers within the Korean population, we...

Modeling with flexible models, such as neural networks, requires careful control of the model complexity and generalization ability of the resulting model. Whereas general asymptotic estimators of generalization ability have been developed over recent years (e.g., [9]), it is widely acknowledged that in most modeling scenarios there isn't sufficient data available to reliably use these estimato...

The huge impact caused by the COVID-19 pandemic has made many people express their opinions on Twitter social media. There are various responses given community that negative and positive. dataset comes from kaggle with more than 750 tweets of data. Classification designed Naive Bayes method. Implementation through preprocessing, case folding, tokenizing, stopword removal, TF-IDF, cross validat...

Genomic selection (GS) is becoming an important selection tool in crop breeding. In this study, we compared the ability of different GS models to predict time to young microspore (TYM), a flowering time-related trait, spike grain number under control conditions (SGNC) and spike grain number under osmotic stress conditions (SGNO) in two wheat biparental doubled haploid populations with unrelated...

The Triple β-Spiral is a novel protein structure that plays a role in viral attachment and pathogenesis. At present, there are two Triple β-Spiral structures with solved crystallographic coordinates – one from Adenovirus and the other from Reovirus. There is evidence that the fold also occurs in Bacteriophage SF6. In this thesis, we present a computational analysis of the Triple β-Spiral fold. ...

Maintenance and repair of the bridge are inevitable in operation a to maintain its condition keep operation. Indonesia has hundreds thousands bridges that still actively use. The classic problem with infrastructure management, such as bridges, is large numbers generally not balanced adequate maintenance budgets. Therefore,the strategy implementing by preparing priorities becomes only logical ap...

When using machine-learning techniques to determine algorithms or ranking models that identify student satisfaction, are often trained and tested on a single data set, leading bias in their performance metrics. This article aims the best algorithm classify satisfaction of university students applying K-fold cross-validation technique, comparing error rates metrics before after its application. ...

Gully erosion is one of the advanced forms water erosion. Identifying effective factors and gully predicting important tools to control manage such phenomenon. The main purpose this study evaluate effect four different resampling algorithms including cross-validation (5-fold 10-fold) bootstrapping (Bootstrap Optimism bootstrap) on boosted regression tree (BRT), support vector machine (SVM), ran...