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update samples from Release-69 as a part of 1.23.0 SDK stable release

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amlrelsa-ms
2021-02-22 18:26:18 +00:00
parent bc4e6611c4
commit 8cf61fb207
36 changed files with 76 additions and 158 deletions
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20
how-to-use-azureml/automated-machine-learning/regression/auto-ml-regression.ipynb
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@@ -92,7 +92,7 @@
"metadata": {},
"outputs": [],
"source": [
"print(\"This notebook was created using version 1.22.0 of the Azure ML SDK\")\n",
"print(\"This notebook was created using version 1.23.0 of the Azure ML SDK\")\n",
"print(\"You are currently using version\", azureml.core.VERSION, \"of the Azure ML SDK\")"
]
},
@@ -375,18 +375,12 @@
"metadata": {},
"outputs": [],
"source": [
"# preview the first 3 rows of the dataset\n",
"\n",
"test_data = test_data.to_pandas_dataframe()\n",
"y_test = test_data['ERP'].fillna(0)\n",
"test_data = test_data.drop('ERP', 1)\n",
"test_data = test_data.fillna(0)\n",
"y_test = test_data.keep_columns('ERP').to_pandas_dataframe()\n",
"test_data = test_data.drop_columns('ERP').to_pandas_dataframe()\n",
"\n",
"\n",
"train_data = train_data.to_pandas_dataframe()\n",
"y_train = train_data['ERP'].fillna(0)\n",
"train_data = train_data.drop('ERP', 1)\n",
"train_data = train_data.fillna(0)\n"
"y_train = train_data.keep_columns('ERP').to_pandas_dataframe()\n",
"train_data = train_data.drop_columns('ERP').to_pandas_dataframe()\n"
]
},
{
@@ -396,10 +390,10 @@
"outputs": [],
"source": [
"y_pred_train = fitted_model.predict(train_data)\n",
"y_residual_train = y_train - y_pred_train\n",
"y_residual_train = y_train.values - y_pred_train\n",
"\n",
"y_pred_test = fitted_model.predict(test_data)\n",
"y_residual_test = y_test - y_pred_test"
"y_residual_test = y_test.values - y_pred_test"
]
},
{