Commit c34425da authored by Mitar's avatar Mitar

Merge branch 'nd/submit_rffeatures' into 'master'

Add pipeline and primitive.json for rffeatures

See merge request !4
parents 541c7bd9 539f7740
{
"id":"2a35ab74-6f7e-4633-b498-fcb1e0ba5180",
"schema":"https://metadata.datadrivendiscovery.org/schemas/v0/pipeline.json",
"created":"2019-04-10T17:53:49.192862Z",
"context":"TESTING",
"inputs":[
{
"name":"inputs"
}
],
"outputs":[
{
"data":"steps.5.produce",
"name":"output predictions"
}
],
"steps":[
{
"type":"PRIMITIVE",
"primitive":{
"id":"4b42ce1e-9b98-4a25-b68e-fad13311eb65",
"version":"0.3.0",
"python_path":"d3m.primitives.data_transformation.dataset_to_dataframe.Common",
"name":"Extract a DataFrame from a Dataset",
"digest":"b1c248751b314d78349de9c5590f3e970e1c5514b78a90707f4dc267c4ca7bf1"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"inputs.0"
}
},
"outputs":[
{
"id":"produce"
}
]
},
{
"type":"PRIMITIVE",
"primitive":{
"id":"ef6f3887-b253-4bfd-8b35-ada449efad0c",
"version":"3.1.1",
"python_path":"d3m.primitives.feature_selection.rffeatures.Rffeatures",
"name":"RF Features",
"digest":"d76f8cbda893a819b807dad897347c7f87344217d0ba663f0a2f901fb6d73980"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"steps.0.produce"
}
},
"outputs":[
{
"id":"produce"
}
]
},
{
"type":"PRIMITIVE",
"primitive":{
"id":"d510cb7a-1782-4f51-b44c-58f0236e47c7",
"version":"0.5.0",
"python_path":"d3m.primitives.data_transformation.column_parser.DataFrameCommon",
"name":"Parses strings into their types",
"digest":"fd9ba65a05a5fae4ab1536f385656099dbe3b42670e7353124379157bf14803b"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"steps.1.produce"
}
},
"outputs":[
{
"id":"produce"
}
]
},
{
"type":"PRIMITIVE",
"primitive":{
"id":"d016df89-de62-3c53-87ed-c06bb6a23cde",
"version":"v2019.4.4",
"python_path":"d3m.primitives.data_cleaning.imputer.SKlearn",
"name":"sklearn.impute.SimpleImputer",
"digest":"d7d1c2bd5b669ac4a01334504f92f970fab4bb10e62755a2081f843ae8829796"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"steps.2.produce"
}
},
"outputs":[
{
"id":"produce"
}
],
"hyperparams":{
"return_result":{
"type":"VALUE",
"data":"replace"
},
"use_semantic_types":{
"type":"VALUE",
"data":true
}
}
},
{
"type":"PRIMITIVE",
"primitive":{
"id":"1dd82833-5692-39cb-84fb-2455683075f3",
"version":"v2019.4.4",
"python_path":"d3m.primitives.classification.random_forest.SKlearn",
"name":"sklearn.ensemble.forest.RandomForestClassifier",
"digest":"7ea6cf52c696329ea9270dfc9d1cea219de388b5714ad850c6a055bd9b699ed9"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"steps.3.produce"
},
"outputs":{
"type":"CONTAINER",
"data":"steps.3.produce"
}
},
"outputs":[
{
"id":"produce"
}
],
"hyperparams":{
"add_index_columns":{
"type":"VALUE",
"data":true
},
"use_semantic_types":{
"type":"VALUE",
"data":true
}
}
},
{
"type":"PRIMITIVE",
"primitive":{
"id":"8d38b340-f83f-4877-baaa-162f8e551736",
"version":"0.3.0",
"python_path":"d3m.primitives.data_transformation.construct_predictions.DataFrameCommon",
"name":"Construct pipeline predictions output",
"digest":"a16e280fce14ef80dba3035c1dbf0e2571fe7d02acd95b05f2787fd1886484e4"
},
"arguments":{
"inputs":{
"type":"CONTAINER",
"data":"steps.4.produce"
},
"reference":{
"type":"CONTAINER",
"data":"steps.0.produce"
}
},
"outputs":[
{
"id":"produce"
}
]
}
],
"digest":"f5f170438fc88a445a12964ba1f2603f27ee80a236474a18f3c11f8f43ed11b8"
}
\ No newline at end of file
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