Commit 136860f4 authored by Mitar's avatar Mitar

Merge branch 'feature_construction.deep_feature_synthesis.Featuretools.v0.3.3' into 'master'

Add Featuretools TA1 v0.3.3

See merge request !43
parents bf9fbacd eda98a21
{
"id": "159cd748-c41d-4dd6-b57a-8c7ceb317f97",
"schema": "https://metadata.datadrivendiscovery.org/schemas/v0/pipeline.json",
"created": "2019-04-29T18:29:10.666994Z",
"context": "TESTING",
"inputs": [
{
"name": "inputs"
}
],
"outputs": [
{
"data": "steps.3.produce",
"name": "output predictions"
}
],
"steps": [
{
"type": "PRIMITIVE",
"primitive": {
"id": "c4cd2401-6a66-4ddb-9954-33d5a5b61c52",
"version": "0.3.3",
"python_path": "d3m.primitives.feature_construction.deep_feature_synthesis.Featuretools",
"name": "Deep Feature Synthesis"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "inputs.0"
}
},
"outputs": [
{
"id": "produce"
}
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},
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"type": "PRIMITIVE",
"primitive": {
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"python_path": "d3m.primitives.data_cleaning.imputer.SKlearn",
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},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.0.produce"
}
},
"outputs": [
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"id": "produce"
}
]
},
{
"type": "PRIMITIVE",
"primitive": {
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"version": "2019.4.4",
"python_path": "d3m.primitives.classification.random_forest.SKlearn",
"name": "sklearn.ensemble.forest.RandomForestClassifier"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.1.produce"
},
"outputs": {
"type": "CONTAINER",
"data": "steps.1.produce"
}
},
"outputs": [
{
"id": "produce"
}
],
"hyperparams": {
"use_semantic_types": {
"type": "VALUE",
"data": true
},
"add_index_columns": {
"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"
},
"arguments": {
"inputs": {
"type": "CONTAINER",
"data": "steps.2.produce"
},
"reference": {
"type": "CONTAINER",
"data": "steps.2.produce"
}
},
"outputs": [
{
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}
]
}
],
"digest": "5d8d73b691e31597cbef033d89279a2360d1e349ef88fc9822d6a684ebf303ee"
}
{
"problem": "185_baseball_problem",
"full_inputs": [
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],
"train_inputs": [
"185_baseball_dataset_TRAIN"
],
"test_inputs": [
"185_baseball_dataset_TEST"
],
"score_inputs": [
"185_baseball_dataset_SCORE"
]
}
\ No newline at end of file
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