Probabilistic trees are investigated for their ability to model biological motifs. Software is available. An Application of Bagging for Reducing Run-Time Complexity . Problems which use algorithms of high complexity and have large amounts of data suffer from excessive run-times. Frequently, such problems may be un-computable all together.
Software is available.
Bagging is a popular ensemble learning method which has its roots in statistics. Here, that method is applied to training latent semantic classifiers to achieve tremendous savings in run-time and memory usage. Software is available.