Millions of Americans watching the Super Bowl were treated to a soft-voiced ad featuring knitting pattern magazine models boosting the church that L Ron built, but elsewhere the Scientology spring is gathering pace.
This book presents a detailed account of recently developed approaches, including the Lasso and versions of it for various models, boosting methods, undirected graphical modeling, and procedures controlling false positive selections.
González-Recio and Forni (2011) compared Bayes A and Bayesian LASSO (BL) with two machine learning models (Boosting and Random Forest) for predicting disease occurrence in simulated and real data sets.
The statistical relationships between the occurrence of gully erosion and controlling factors were calculated using four machine-learning models, i.e., generalized linear model, boosted regression tree (BRT), multivariate adaptive regression spline, and artificial neural network (ANN).
An overhauled model boosted BMW's 5-series sedan sales to 46,964 last year, an increase of 15% over 2002.
As the model boosted the sea level, it projected which coastal land areas would get submerged based on their geographical traits, such as elevation and historical flood risk.
A recent rigorous RAND study of Carnegie Learning's Cognitive Tutor Algebra I program found that the blended-learning model boosted the average student's performance by approximately eight percentile points.
The "Gujarat model" boosted industry through infrastructure and focused on creating access to water, roads, and electricity.
Adding dummy variables to denote primary care trust (model 3, the baseline model) boosted predictive power at practice level to 74.4% but added little at individual level.
Notably, the highest fold induction of FSHβ was greater for the expanded model as compared to the basic model (Figure 4A and Figure 1C), indicating that the pERK5 component in this model boosts levels of FSHβ with decreasing GnRH pulse-frequency.
