thesis-doctorate/params.yaml

---
# Refer to the class/type definitions in the thesis modules for available options.
# The aggregation options are combined multiplicatively,
#     thus additions will drastically increase the processor/memory usage and run time.
# The error metrics are relatively fast to compute, but high on memory usage.
aggregations:
  methods:
    - overlap
    - isolate
  functions:
    - max
    - mean
  sizes:
    - 1
    - 2
    - 3
    - 4
    - 5
    - 6
    - 9
    - 12
    - 24
    - 48
    - 72
    - 96
    - 120
    - 144
    - 168
proportion_split: 0.8
metrics:
  - rmse
  - rrse
moments:
  - mean
  - std
  - skew
timesteps_ahead: 32
use_cache: true