intent-classifier / configs /classical.yaml
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feat: initial deployment
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model:
type: logistic_regression
C: 1.0
max-iter: 1000
random_state: 42
tfidf:
max-features: 50000
ngram_range: [1, 2]
min_df: 2
data:
dataset: clinc_oos
subset: plus
test_size: 0.1
val_size: 0.1
random_state: 42
mlflow:
experiment_name: intent-classifier
run_name: logistic_regression
s3:
bucket: intent-classifier145
prefix: classical