Predicting the age of abalone from physical measurements. The age of abalone is determined by cutting the shell through the cone, staining it, and counting the number of rings through a microscope -- a boring and time-consuming task. Other measurements, which are easier to obtain, are used to predict the age. Further information, such as weather patterns and location (hence food availability) may be required to solve the problem.

Abalone datasetAbalone dataset includes 4177 samples, and each sample is composed of seven continuous input attributes, one nominal attribute and one integer output.Abalone data.txtBoston house price datasetBoston house price dataset includes 506 samples, and each sample comprises of 12 continuous input attributes, one binary-valued attribute and one continuous outputAuto MPG datasetAuto MPG dataset includes 398 samples, and each sample is composed of seven inputs (four continuous ones and three multivalued discrete ones) and one continuous output (the fuel consumption).