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66 lines
1.2 KiB
YAML
66 lines
1.2 KiB
YAML
model_type: ecd
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input_features:
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- name: fixed_acidity
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type: number
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preprocessing:
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normalization: zscore
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- name: volatile_acidity
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type: number
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preprocessing:
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normalization: zscore
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- name: citric_acid
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type: number
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preprocessing:
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normalization: zscore
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- name: residual_sugar
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type: number
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preprocessing:
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normalization: zscore
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- name: chlorides
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type: number
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preprocessing:
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normalization: zscore
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- name: free_sulfur_dioxide
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type: number
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preprocessing:
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normalization: zscore
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- name: total_sulfur_dioxide
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type: number
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preprocessing:
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normalization: zscore
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- name: density
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type: number
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preprocessing:
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normalization: zscore
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- name: pH
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type: number
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preprocessing:
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normalization: zscore
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- name: sulphates
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type: number
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preprocessing:
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normalization: zscore
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- name: alcohol
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type: number
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preprocessing:
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normalization: zscore
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output_features:
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- name: quality_score
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type: number
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- name: quality_binary
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type: binary
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combiner:
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type: concat
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num_fc_layers: 2
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output_size: 128
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dropout: 0.1
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trainer:
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epochs: 30
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learning_rate: 0.001
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batch_size: 128
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loss_balancing: uncertainty
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