Sentence examples for datasets taken from inspiring English sources

An experimental study is presented on 11 binary-classification datasets taken from the UCI repository.

The test data used consists of datasets taken from December 15 , 2012 to March 1 , 2013

In "Datasets taken" section, the three manually annotated datasets are described along with their preprocessing.

The method has been tested on datasets taken at two different geographical locations and widely separated in time.

The proposed approach is tested on 100 random datasets and 28 of benchmark datasets taken from the literature and compared with 21 other benchmark approaches.

The performance of the proposed method is compared with that of the standard PSO based, Genetic Algorithm (GA) based and the grid search based methods on 10 benchmark datasets, taken from UCI machine learning and StatLog databases.

The RA model was constructed from computed tomography datasets, taking into account three major characteristics: synovial proliferation, cartilage destruction and ligamentous laxity.

A fault model of the Nobi earthquake was estimated from the geodetic datasets, taking into account the geometry of the fault planes based on the known surface ruptures.

Existing efforts to curate and publish datasets take a top-down approach and are focused on large collections, produce scarce metadata, require expertise for effective integration, provide poor user support while producing mappings, and present issues at data access.

A X2 test on the independence of the two datasets taking into account the offset indicates that there is overlap between them (p-value from X2 test  = 4.5×10−6).

Although SLiMFinder runtimes do appear to increase exponentially with increasing dataset size, the slope of the curve is very shallow and none of the test datasets took more than an hour to run on a single 3.2GHz processor (Figure S2A).