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update samples from Release-79 as a part of SDK release

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amlrelsa-ms
2020-12-07 19:09:59 +00:00
parent 41366a4af0
commit fb4f287458
39 changed files with 372 additions and 280 deletions
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tutorials/regression-automl-nyc-taxi-data/regression-automated-ml.ipynb
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@@ -306,7 +306,7 @@
"\n",
"|Property| Value in this tutorial |Description|\n",
"|----|----|---|\n",
"|**iteration_timeout_minutes**|2|Time limit in minutes for each iteration. Reduce this value to decrease total runtime.|\n",
"|**iteration_timeout_minutes**|10|Time limit in minutes for each iteration. Increase this value for larger datasets that need more time for each iteration.|\n",
"|**experiment_timeout_hours**|0.3|Maximum amount of time in hours that all iterations combined can take before the experiment terminates.|\n",
"|**enable_early_stopping**|True|Flag to enable early termination if the score is not improving in the short term.|\n",
"|**primary_metric**| spearman_correlation | Metric that you want to optimize. The best-fit model will be chosen based on this metric.|\n",
@@ -324,7 +324,7 @@
"import logging\n",
"\n",
"automl_settings = {\n",
" \"iteration_timeout_minutes\": 2,\n",
" \"iteration_timeout_minutes\": 10,\n",
" \"experiment_timeout_hours\": 0.3,\n",
" \"enable_early_stopping\": True,\n",
" \"primary_metric\": 'spearman_correlation',\n",