Research Article
A Distributed Framework for Predictive Analytics Using Big Data and MapReduce Parallel Programming
Table 5
Performance metrics: mean absolute error (MAE).
| | Dataset | Mean absolute error (MAE) | | s = 6 | s = 8 | s = 10 | s = 12 | s = 14 | s = 16 |
| | Combined cycle power plant | 3.64322 | 4.32675 | 4.23487 | 3.89432 | 4.21264 | 4.10233 | | Wave energy converters | 13.56213 | 13.94356 | 12.98244 | 13.32156 | 13.45322 | 13.76454 | | Year prediction MSD | 20.23987 | 20.34224 | 20.52124 | 20.10224 | 20.02311 | 20.56440 | | Superconductivity data | 11.99002 | 12.54097 | 12.12105 | 11.87220 | 12.10990 | 12.23154 |
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