sense
Automatic Stacked Ensemble for Regression Tasks
Stacked ensemble for regression tasks based on 'mlr3' framework with a pipeline for preprocessing numeric and factor features and hyper-parameter tuning using grid or random search.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.1.0 |
rolling linux/jammy R-4.5 | sense_1.1.0.tar.gz |
46.8 KiB |
1.1.0 |
rolling linux/noble R-4.5 | sense_1.1.0.tar.gz |
46.7 KiB |
1.1.0 |
rolling source/ R- | sense_1.1.0.tar.gz |
17.8 KiB |
1.1.0 |
latest linux/jammy R-4.5 | sense_1.1.0.tar.gz |
46.8 KiB |
1.1.0 |
latest linux/noble R-4.5 | sense_1.1.0.tar.gz |
46.7 KiB |
1.1.0 |
latest source/ R- | sense_1.1.0.tar.gz |
17.8 KiB |
1.1.0 |
2026-04-26 source/ R- | sense_1.1.0.tar.gz |
17.8 KiB |
1.1.0 |
2026-04-23 source/ R- | sense_1.1.0.tar.gz |
17.8 KiB |
1.1.0 |
2026-04-09 windows/windows R-4.5 | sense_1.1.0.zip |
49.8 KiB |
1.1.0 |
2025-04-20 source/ R- | sense_1.1.0.tar.gz |
17.8 KiB |
Dependencies (latest)
Imports
- mlr3 (>= 0.12.0)
- mlr3learners (>= 0.5.0)
- mlr3filters (>= 0.4.2)
- mlr3pipelines (>= 0.3.5-1)
- mlr3viz (>= 0.5.5)
- paradox (>= 1.0.0)
- mlr3tuning (>= 0.8.0)
- bbotk (>= 0.3.2)
- tictoc (>= 1.0.1)
- forcats (>= 0.5.1)
- readr (>= 2.0.1)
- lubridate (>= 1.7.10)
- purrr (>= 0.3.4)
- Metrics (>= 0.1.4)
- data.table (>= 1.14.0)
- visNetwork (>= 2.0.9)