This Naïve assumption (hence: the name "Naïve Bayes") significantly mitigates the difficulty of estimating the fully joint class-conditional probability density function (p(mathbf{x}|omega _{j})) to that of estimating (L) statistically independent class-conditional univariate probability density functions (p(x_{l}|omega _{j})).
To mitigate the difficulties of developing a cyberinfrastructure, this study proposes a new computing paradigm: Cyberinfrastructure as a Service (CaaS), i.e., providing a service to enable building a cyberinfrastructure on demand.
To mitigate the difficulties of developing a learning system, this study proposes a new computing paradigm: spectral clustering as a service, providing a service to enable exacting social dimensionality on demand.
Part of the original purpose of cheat codes was to benefit the developers during playtesting, creating sets of tools to mitigate the difficulty of games developed by small teams for obtuse platforms.
Patients described the need for psychosocial support to mitigate the difficulty of continually going to the clinic to take medications, tending to other family or professional responsibilities while on treatment, and confronting stigma and social isolation within their community.
It is suggested that the use of biomarkers for persistent chemicals may be useful to mitigate the difficulty of determining exposure, while the use of more prevalent and timely end points, such as carcinogen-DNA adducts or oncogene proteins, may make the latency and rarity problems more tractable.
Second, the model mitigates the difficulties caused by unbalanced samples by leveraging multi-task learning structures.
Magdalena Pérez, Alvaro's teacher, and Catarina Bernal, his mother, say the children are eager to attend and the activities run smoothly because the teachers are selected from the community; the education is bilingual to mitigate the difficulty, for indigenous children, of having to learn only in Spanish; and the parents are directly involved in the educational process.
In March 2009, China's Healthcare Reform Plan was formally released to reduce the residents' economic burden for medical services, mitigate the difficulties in affordability and accessibility of medical service, and provide safe, effective, convenient, inexpensive health services for universal coverage.
To mitigate the difficulties caused by the non-convexity, (mathcal {NP} -hardness, and general computational complexity of the optimal JLTAP algorithm presented in Section 3.3, this section introduces a relaxation of the JLTAP problem.
