File size: 728 Bytes
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data:
path: data/meteonorm_rf_hourly.npz
synthetic_days: 30
start_day_of_year: 1
stations: 12
pollutants: [PM2.5, PM10, NO2, SO2, O3, CO]
frequency: hourly
train_fraction: 0.70
model:
engineering:
trees: 12
max_depth: 8
min_samples_leaf: 8
max_features: sqrt
split_candidates: 12
paper_protocol:
trees: hundreds
normalization_resamples: 1000
normalization:
engineering_resamples: 32
season_window_days: 14
match_hour: true
preserve_time_features: [ttrend, day_of_year, weekend, hour]
paths:
checkpoint: result/checkpoints/meteonorm_rf.pkl
training_metrics: result/training/metrics.json
inference: result/output/predictions.npz
evaluation_dir: result/evaluation
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