Table 3 Mean computation times (seconds) for MLR forecasting models training and evaluation using different caching strategies
From: Concept and benchmark results for Big Data energy forecasting based on Apache Spark
Tests | Training | Evaluation | ||||
|---|---|---|---|---|---|---|
CS1 | CS2 | CS3 | CS1 | CS2 | CS3 | |
\(SC8_{6M}\) | 356.695 (4.019) | 2.822 (0.060) | 2.925 (0.047) | 233.737 (2.003) | 5.420 (0.101) | 9.467 (0.364) |
\(SCl_{6M}\) | 37.562 (0.290) | 1.133 (0.055) | 1.128 (0.041) | 47.532 (0.374) | 1.747 (0.050) | 1.777 (0.055) |