Sentence examples for model induction from inspiring English sources

Logistic tree model induction is a classifier for building logit models using regression functions as base learners [37].

There have been two different directions in SSL methods: 1) semi-supervised model induction approaches, which are the traditional methods and which incorporate domain knowledge from unlabeled data into the classification model during the training phase [14, 15], and 2) supervised model induction with unsupervised, possibly semi-supervised, feature learning.

We also walked through the initial settings and all variables selection stages, including architecture configuration, strat- egy generation, learning, model induction, and scoring.

We applied our model to functionally characterized proteins that were not structurally solved at the time of model induction.

In the murine model, induction of Th1/Th17 cells by CX3CR1+ DCs initiates the host defence against intestinal pathogens, such as Salmonella [40].

In the direct activation model, induction of Bim or Bid is required for Bax or Bak to oligomerize and form pores in the outer mitochondrial membrane (MOM) [9], [10].

In transgenic mouse models, induction of ER stress in the alveolar epithelium predisposes to enhanced lung fibrosis after treatment with bleomycin [26].

The analysis of DNA content revealed that in both cellular models induction of BCL11B caused slight but significant accumulation of cells at G1 phase of cell cycle.

In multiple cellular models, induction of c-Myc expression correlated with induction of the mir-17 cluster.

In both models, induction of PTEN recombination led to the development of prostatic neoplasias and myeloproliferative disorders, respectively.

Among the various animal models, induction of diabetes through diet provides more resemblance to human type-2 diabetes.