As a result, the prediction models built on one data set show a significant deterioration of their accuracy when they are used to classify new, unseen data.
We can found that the models built on one cell line were significantly predictive of the CE inclusions that were differentially expressed in another cell lines, although the prediction accuracy decreased slightly compared to that on the same cell line.
Yet there is little systematic analysis of the value that this step adds and whether models built on data from one site outperform those built on a larger sample of pooled data.
On average, 83%% of samples have been correctly classified into being of conventional or organic origin using OPLS models built on samples from one year and predicting samples from the other year.
Our results indicated that models built on the larger dataset (147 plots, Bremen) were more general than the ones basing on the smaller dataset (89 plots, Berlin).
Too often our country has failed working people, allowing business models built on human misery to flourish.
Unsurprisingly, a fear of narrowed profits has created panicky, short-term business models built on reactionary sackings and impact appointments.
The Mustang and the Pontiac G.T.O., both souped up models built on the foundation of boring family cars, got the craze started in the mid-1960's.
The IPCC states that the models, built on the basic laws of physics, now accurately represent a great many of the important climate phenomena.
The fields are described by experimental-statistical models built on the data obtained in specially designed experiment at industrial conditions.
Blending case studies with theory, he argues that private sector models built on customer satisfaction and the bottom line cannot be transferred to government agencies.
