Sentence examples for based on information gain from inspiring English sources
In addition, feature selection based on information gain was conducted to remove relatively less informative variables, which also enables a deeper inspection of the informativeness of each data type and representation.
In the DT algorithm, the estimation of feature importance is calculated from the feature usage based on information gain.
This paper presents a multisine approach for trajectory optimization based on information gain, with distance and orientation sensing to known beacons.
The T/W-test, the set of the T- and W-tests, is used to compare two forecasts, based on information gain per earthquake (Rhoades et al., 2011).
We also present a domain partitioning method based on information gain that has been used for our implementation of the method.
According to the training data, it computes information gain of each feature item and deletes items with small information gain while the rest are ranked in a descending order based on information gain.
He also disclosed two previously unreported bombings at Iran's top uranium enrichment sites, suggesting that at least one may have been carried out based on information gained through compromised security within the I.A.E.A.
Since the countries are signatories to the European Convention on Human Rights, which prohibits cruel, inhuman or degrading treatment, it follows that no inmate could be subjected to trial in Europe based on information gained in Guantánamo.
One main reason is that information about rock mass porosity and permeability was mainly based on information gained through borehole scans, therefore, only locally available.
Based on information gained through desk-top research to map the field from 14 HE networks' web pages, a survey was designed and distributed to selected university networks, with 15 responses received (30% response rate).
The genetic operators, crossover and mutation, are defined based on information gained about the feasible region and the behaviour of the objective function through the use of a data analysis procedure.
