Commit 29188e6f authored by Numa Dhamani's avatar Numa Dhamani

submit updated pipeline for rffeatures

parent a5ffca2f
{
"id":"2a35ab74-6f7e-4633-b498-fcb1e0ba5180",
"id":"8e64abaf-ad2a-4134-9931-23a610128968",
"schema":"https://metadata.datadrivendiscovery.org/schemas/v0/pipeline.json",
"created":"2019-04-10T17:53:49.192862Z",
"created":"2019-04-17T16:01:16.404657Z",
"context":"TESTING",
"inputs":[
{
......@@ -43,7 +43,7 @@
"version":"3.1.1",
"python_path":"d3m.primitives.feature_selection.rffeatures.Rffeatures",
"name":"RF Features",
"digest":"d76f8cbda893a819b807dad897347c7f87344217d0ba663f0a2f901fb6d73980"
"digest":"c857d55270187a4c9c14368670bc014f0e5be52c17148800eabd0dfd22d68694"
},
"arguments":{
"inputs":{
......@@ -170,5 +170,5 @@
]
}
],
"digest":"f5f170438fc88a445a12964ba1f2603f27ee80a236474a18f3c11f8f43ed11b8"
"digest":"577891342dc753b4eb595d3e6108e591a475cd3f4793abcf2281402579a72174"
}
\ No newline at end of file
......@@ -15,7 +15,7 @@
"installation": [
{
"type": "PIP",
"package_uri": "git+https://github.com/NewKnowledge/rffeatures-d3m-wrapper.git@2737ec7cea2f26288d114fd749d7556ed1dc23e5#egg=RffeaturesD3MWrapper"
"package_uri": "git+https://github.com/NewKnowledge/rffeatures-d3m-wrapper.git@9b18139f4bf42a38925b11ba204e2d033bbba866#egg=RffeaturesD3MWrapper"
}
],
"python_path": "d3m.primitives.feature_selection.rffeatures.Rffeatures",
......@@ -49,6 +49,15 @@
"lower": 1,
"upper": 100,
"upper_inclusive": false
},
"only_numeric_cols": {
"type": "d3m.metadata.hyperparams.UniformBool",
"default": true,
"structural_type": "bool",
"semantic_types": [
"https://metadata.datadrivendiscovery.org/types/ControlParameter"
],
"description": "consider only numeric columns for feature selection"
}
},
"arguments": {
......@@ -200,5 +209,5 @@
},
"structural_type": "RffeaturesD3MWrapper.wrapper.rffeatures",
"description": "Perform supervised recursive feature elimination using random forests to generate an ordered\nlist of features\n\nAttributes\n----------\nmetadata : PrimitiveMetadata\n Primitive's metadata. Available as a class attribute.\nlogger : Logger\n Primitive's logger. Available as a class attribute.\nhyperparams : Hyperparams\n Hyperparams passed to the constructor.\nrandom_seed : int\n Random seed passed to the constructor.\ndocker_containers : Dict[str, DockerContainer]\n A dict mapping Docker image keys from primitive's metadata to (named) tuples containing\n container's address under which the container is accessible by the primitive, and a\n dict mapping exposed ports to ports on that address.\nvolumes : Dict[str, str]\n A dict mapping volume keys from primitive's metadata to file and directory paths\n where downloaded and extracted files are available to the primitive.\ntemporary_directory : str\n An absolute path to a temporary directory a primitive can use to store any files\n for the duration of the current pipeline run phase. Directory is automatically\n cleaned up after the current pipeline run phase finishes.\n\nParameters\n----------\ninputs : Input pandas frame, NOTE: Target column MUST be the last column\n\nReturns\n-------\nOutputs : pandas frame with ordered list of original features in first column",
"digest": "7222d510496664894068a77913add080abf84ae00262fd8ddeb2057e666df297"
"digest": "c857d55270187a4c9c14368670bc014f0e5be52c17148800eabd0dfd22d68694"
}
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