boston_housing / boston_housing_metadata.yaml
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files:
dataset: boston_housing.csv
predictions: boston_housing_pred.parquet
arthur_model:
partner_model_id: boston_housing-2023-03-03 12:12:47.797600
input_type: TABULAR
output_type: REGRESSION
attributes:
-
name: crim
stage: PIPELINE_INPUT
value_type: FLOAT
-
name: zn
stage: PIPELINE_INPUT
value_type: FLOAT
-
name: indus
stage: PIPELINE_INPUT
value_type: FLOAT
-
name: chas
stage: PIPELINE_INPUT
value_type: INTEGER
-
name: nox
stage: PIPELINE_INPUT
value_type: FLOAT
-
name: rm
stage: PIPELINE_INPUT
value_type: FLOAT
-
name: age
stage: PIPELINE_INPUT
value_type: FLOAT
-
name: dis
stage: PIPELINE_INPUT
value_type: FLOAT
-
name: rad
stage: PIPELINE_INPUT
value_type: INTEGER
-
name: tax
stage: PIPELINE_INPUT
value_type: INTEGER
-
name: ptratio
stage: PIPELINE_INPUT
value_type: FLOAT
-
name: bb
stage: PIPELINE_INPUT
value_type: FLOAT
-
name: lstat
stage: PIPELINE_INPUT
value_type: FLOAT
-
name: medv
stage: GROUND_TRUTH
value_type: FLOAT
-
name: pred_medv
stage: PREDICTED_VALUE
value_type: FLOAT