Sentence examples for accuracy diversity from inspiring English sources
The proposed method fulfills non-invertibility, accuracy, diversity and revocability properties which are the primary requirements of cancellable template design.
Considerable works towards recommendation algorithms have been published to solve the problems such as accuracy, diversity, congestion, cold-start, novelty, coverage and so on.
The evaluations in terms of accuracy, diversity, computation time, and trade-offs among these metrics reveal that the best-performing algorithm in terms of accuracy remains consistent regardless of the input-data characteristics.
Numerical experiments on three benchmark data sets, MovieLens, Netflix and RateY ourMusic, show that BD algorithm outperforms three typical diffusion-like algorithms on the three important metrics, accuracy, diversity and novelty.
Experiments are evaluated on three benchmark datasets (Movielens, Netflix and Amazon) by 10-fold cross validation, and results indicate that PBMD remarkably outperforms the mainstream methods in accuracy, diversity and novelty.
In this work, we attempt to achieve accuracy-diversity balance, by exploiting available ratings and item metadata, through a single (joint) optimization model built over the matrix completion framework.
Results reveal insights into the trade-off between ensemble classification accuracy and diversity, and through the ensemble margin, demonstrate how inducing diversity by targeting lower margin training samples is a means of achieving better classifier performance for more difficult or rarer classes and reducing information redundancy in classification problems.
Comparison metrics based on accuracy and diversity of Pareto front are calculated for both methods.
It in some extent veils the essence of diffusion in physical dynamics and hurts the recommendation accuracy and diversity.
The sequence accuracy and diversity of the library were validated using AmpliCot analysis (DNA hybridization kinetics) and Illumina sequencing.
The paper goes into more details about not worker's consistent with regards, to accuracy, word diversity as well as annotation speed.
