Table 2. Timing results (in seconds) for reading in the whole 12 GB data, transforming to create new variables, and fitting the logistic regression with three methods: bigmemory, ff, and RRE.
Reading | Transforming | Fitting | |
---|---|---|---|
bigmemory | 968.6 | 105.5 | 1501.7 |
ff | 1111.3 | 528.4 | 1988.0 |
RRE | 851.7 | 107.5 | 189.4 |