Table 6 Attribute information of the two house price datasets
Dataset name | Boston house price dataset | California house prices dataset |
|---|---|---|
Feature dimension | 14 | 9 |
Total number of samples | 506 | 20,125 |
The number of training samples | 406 | 16,100 |
The number of test samples | 100 | 4025 |
Input variables | CRIM, ZN, INDUS, CHAS, NOX, RM, AGE, DIS, RAD, TAX, PTRATIO, B, LASTAT | MedInc, HouseAge, AveRooms, AveBedrms, Population, AveOccup, Latitude, Longitude |
Output variable | MEDV (103 Dollars) | MedHouseVal (105 Dollars) |