Sentence examples for based on training with from inspiring English sources

An automated computer analysis of the snore series could "learn", based on training with known test cases, to use the Hurst exponent to distinguish moderate from severe cases of OSA, making the correct diagnosis for 16 of 17 patients.

While our previous model was obtained from training with about 1.5 × 105 sequences from the Pfam A release 22 seed alignments, UFO is based on training with the complete Pfam A release 23 full alignments which comprise more than 6 × 106 domain sequences.

The multivariate Cox models were built based on training set with the R package "survival".

Selection criteria for training opportunities were not based on training needs, with in-charges attending more seminars and reaping the benefits 15.

We started the development of ligand-based pharmacophore models based on training set compounds with high activity (IC50 <100 nM) and several-fold selectivity for IKK-β over IKK-α.

A comparison is made when,,, and where the comparison is based on training the classifier with 1000 features.

Several studies in this relatively recent area have employed supervised learning, based on training corpora annotated with LFs (e.g., Mooney 2007; Zettlemoyer & Collins 2007) or perhaps syntactic trees along with LFs (e.g., Ge and Mooney 2009).

These models were applied to estimate marker effects based on training data sets with balanced phenotypic records in CV1.

Based on training, the equipment I brought with me was not the right equipment to go down safely".

Statistically valid 3D-QSAR models with good correlation and predictive power were obtained with CoMFA steric and electrostatic fields (r2 = 0.797, q2 = 0.589) and CoMSIA with combined steric, electrostatic, hydrophobic and hydrogen bond acceptor fields (r2 = 0.867, q2 = 0.570) based on training set of 33 molecules with predictive r2 of 0.808 and 0.890 for CoMFA and CoMSIA respectively.

GWAVA is a random forest classifier that makes predictions for novel SNVs based on training data that are included with the software.