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Add target variable as optional param of DSSMLTask#guess #269

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Add target variable as optional param of DSSMLTask#guess #269

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8 changes: 6 additions & 2 deletions dataikuapi/dss/ml.py
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Original file line number Diff line number Diff line change
Expand Up @@ -3656,17 +3656,21 @@ def remove_all_splits(self):
self.client._perform_empty(
"POST", "/projects/%s/models/lab/%s/%s/actions/removeAllSplits" % (self.project_key, self.analysis_id, self.mltask_id))

def guess(self, prediction_type=None, reguess_level=None):
def guess(self, prediction_type=None, reguess_level=None, target_variable=None):
"""
Guess the feature handling and the algorithms.

:param string prediction_type: In case of a prediction problem the prediction type can be specify. Valid values are BINARY_CLASSIFICATION, REGRESSION, MULTICLASS.
:param string prediction_type: In case of a prediction problem the prediction type can be specified. Valid values are BINARY_CLASSIFICATION, REGRESSION, MULTICLASS.
:param bool reguess_level: One of the following values: TARGET_CHANGE, TARGET_REGUESS and FULL_REGUESS. Only valid for prediction ML Tasks, cannot be specified if prediction_type is also set.
:param string target_variable: In case of a prediction problem the target variable can be specified.
"""
obj = {}
if prediction_type is not None:
obj["predictionType"] = prediction_type

if target_variable is not None:
obj["targetVariable"] = target_variable

if reguess_level is not None:
obj["reguessLevel"] = reguess_level

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