Differences in the Commonly used Genotype Imputation Algorithms and Their Imputation Accuracy Estimates.
Kalle ParnMatti PirinenMart KalsReedik MägiVeikko SalomaaMichael BoehnkeIra HallNathan StitzielNelson FreimerMark J. DalyAarno PalotieSamuli RipattiPriit PaltaPublished in: eScience (2018)
Keyphrases
- computational cost
- computational efficiency
- missing values
- missing data
- orders of magnitude
- high accuracy
- computational complexity
- theoretical analysis
- times faster
- optimization problems
- incomplete data
- genetic algorithm
- high throughput
- statistically significant
- benchmark datasets
- data mining techniques
- nearest neighbor
- support vector machine
- significant improvement
- data analysis
- search algorithm
- data structure
- learning algorithm