Lez3 - Part2 (Effect of Alpha in Ridge Regression)

Did you remember to make the first column something unique in your call to get_records? Duplicate value '1' found in column 'activated'.
  • line 1291 of /lib/dml/mysqli_native_moodle_database.php: call to debugging()
  • line 1679 of /lib/dml/moodle_database.php: call to mysqli_native_moodle_database->get_records_sql()
  • line 1752 of /lib/dml/moodle_database.php: call to moodle_database->get_record_sql()
  • line 1733 of /lib/dml/moodle_database.php: call to moodle_database->get_field_sql()
  • line 1712 of /lib/dml/moodle_database.php: call to moodle_database->get_field_select()
  • line 231 of /plagiarism/compilatio/lib.php: call to moodle_database->get_field()
  • line 48 of /plagiarism/compilatio/classes/compilatio/documentFrame.php: call to compilatio_enabled()
  • line 93 of /plagiarism/compilatio/lib.php: call to CompilatioDocumentFrame::get_document_frame()
  • line 48 of /lib/plagiarismlib.php: call to plagiarism_plugin_compilatio->get_links()
  • line 561 of /mod/forum/classes/local/exporters/post.php: call to plagiarism_get_links()
  • line 423 of /mod/forum/classes/local/exporters/post.php: call to mod_forum\local\exporters\post->get_message()
  • line 125 of /lib/classes/external/exporter.php: call to mod_forum\local\exporters\post->get_other_values()
  • line 155 of /mod/forum/classes/local/exporters/posts.php: call to core\external\exporter->export()
  • line ? of unknownfile: call to mod_forum\local\exporters\posts->mod_forum\local\exporters\{closure}()
  • line 157 of /mod/forum/classes/local/exporters/posts.php: call to array_map()
  • line 125 of /lib/classes/external/exporter.php: call to mod_forum\local\exporters\posts->get_other_values()
  • line 189 of /mod/forum/classes/local/builders/exported_posts.php: call to core\external\exporter->export()
  • line 95 of /mod/forum/classes/local/renderers/posts.php: call to mod_forum\local\builders\exported_posts->build()
  • line 212 of /mod/forum/classes/local/renderers/discussion.php: call to mod_forum\local\renderers\posts->render()
  • line 343 of /mod/forum/discuss.php: call to mod_forum\local\renderers\discussion->render()
Error: mdb->get_record() found more than one record!
  • line 1691 of /lib/dml/moodle_database.php: call to debugging()
  • line 1651 of /lib/dml/moodle_database.php: call to moodle_database->get_record_sql()
  • line 1630 of /lib/dml/moodle_database.php: call to moodle_database->get_record_select()
  • line 160 of /plagiarism/compilatio/lib.php: call to moodle_database->get_record()
  • line 53 of /plagiarism/compilatio/classes/compilatio/documentFrame.php: call to compilatio_cm_use()
  • line 93 of /plagiarism/compilatio/lib.php: call to CompilatioDocumentFrame::get_document_frame()
  • line 48 of /lib/plagiarismlib.php: call to plagiarism_plugin_compilatio->get_links()
  • line 561 of /mod/forum/classes/local/exporters/post.php: call to plagiarism_get_links()
  • line 423 of /mod/forum/classes/local/exporters/post.php: call to mod_forum\local\exporters\post->get_message()
  • line 125 of /lib/classes/external/exporter.php: call to mod_forum\local\exporters\post->get_other_values()
  • line 155 of /mod/forum/classes/local/exporters/posts.php: call to core\external\exporter->export()
  • line ? of unknownfile: call to mod_forum\local\exporters\posts->mod_forum\local\exporters\{closure}()
  • line 157 of /mod/forum/classes/local/exporters/posts.php: call to array_map()
  • line 125 of /lib/classes/external/exporter.php: call to mod_forum\local\exporters\posts->get_other_values()
  • line 189 of /mod/forum/classes/local/builders/exported_posts.php: call to core\external\exporter->export()
  • line 95 of /mod/forum/classes/local/renderers/posts.php: call to mod_forum\local\builders\exported_posts->build()
  • line 212 of /mod/forum/classes/local/renderers/discussion.php: call to mod_forum\local\renderers\posts->render()
  • line 343 of /mod/forum/discuss.php: call to mod_forum\local\renderers\discussion->render()
Did you remember to make the first column something unique in your call to get_records? Duplicate value '1' found in column 'activated'.
  • line 1291 of /lib/dml/mysqli_native_moodle_database.php: call to debugging()
  • line 1679 of /lib/dml/moodle_database.php: call to mysqli_native_moodle_database->get_records_sql()
  • line 1752 of /lib/dml/moodle_database.php: call to moodle_database->get_record_sql()
  • line 1733 of /lib/dml/moodle_database.php: call to moodle_database->get_field_sql()
  • line 1712 of /lib/dml/moodle_database.php: call to moodle_database->get_field_select()
  • line 231 of /plagiarism/compilatio/lib.php: call to moodle_database->get_field()
  • line 48 of /plagiarism/compilatio/classes/compilatio/documentFrame.php: call to compilatio_enabled()
  • line 93 of /plagiarism/compilatio/lib.php: call to CompilatioDocumentFrame::get_document_frame()
  • line 48 of /lib/plagiarismlib.php: call to plagiarism_plugin_compilatio->get_links()
  • line 608 of /mod/forum/classes/local/exporters/post.php: call to plagiarism_get_links()
  • line ? of unknownfile: call to mod_forum\local\exporters\post->mod_forum\local\exporters\{closure}()
  • line 589 of /mod/forum/classes/local/exporters/post.php: call to array_map()
  • line 487 of /mod/forum/classes/local/exporters/post.php: call to mod_forum\local\exporters\post->export_attachments()
  • line 125 of /lib/classes/external/exporter.php: call to mod_forum\local\exporters\post->get_other_values()
  • line 155 of /mod/forum/classes/local/exporters/posts.php: call to core\external\exporter->export()
  • line ? of unknownfile: call to mod_forum\local\exporters\posts->mod_forum\local\exporters\{closure}()
  • line 157 of /mod/forum/classes/local/exporters/posts.php: call to array_map()
  • line 125 of /lib/classes/external/exporter.php: call to mod_forum\local\exporters\posts->get_other_values()
  • line 189 of /mod/forum/classes/local/builders/exported_posts.php: call to core\external\exporter->export()
  • line 95 of /mod/forum/classes/local/renderers/posts.php: call to mod_forum\local\builders\exported_posts->build()
  • line 212 of /mod/forum/classes/local/renderers/discussion.php: call to mod_forum\local\renderers\posts->render()
  • line 343 of /mod/forum/discuss.php: call to mod_forum\local\renderers\discussion->render()
Error: mdb->get_record() found more than one record!
  • line 1691 of /lib/dml/moodle_database.php: call to debugging()
  • line 1651 of /lib/dml/moodle_database.php: call to moodle_database->get_record_sql()
  • line 1630 of /lib/dml/moodle_database.php: call to moodle_database->get_record_select()
  • line 160 of /plagiarism/compilatio/lib.php: call to moodle_database->get_record()
  • line 53 of /plagiarism/compilatio/classes/compilatio/documentFrame.php: call to compilatio_cm_use()
  • line 93 of /plagiarism/compilatio/lib.php: call to CompilatioDocumentFrame::get_document_frame()
  • line 48 of /lib/plagiarismlib.php: call to plagiarism_plugin_compilatio->get_links()
  • line 608 of /mod/forum/classes/local/exporters/post.php: call to plagiarism_get_links()
  • line ? of unknownfile: call to mod_forum\local\exporters\post->mod_forum\local\exporters\{closure}()
  • line 589 of /mod/forum/classes/local/exporters/post.php: call to array_map()
  • line 487 of /mod/forum/classes/local/exporters/post.php: call to mod_forum\local\exporters\post->export_attachments()
  • line 125 of /lib/classes/external/exporter.php: call to mod_forum\local\exporters\post->get_other_values()
  • line 155 of /mod/forum/classes/local/exporters/posts.php: call to core\external\exporter->export()
  • line ? of unknownfile: call to mod_forum\local\exporters\posts->mod_forum\local\exporters\{closure}()
  • line 157 of /mod/forum/classes/local/exporters/posts.php: call to array_map()
  • line 125 of /lib/classes/external/exporter.php: call to mod_forum\local\exporters\posts->get_other_values()
  • line 189 of /mod/forum/classes/local/builders/exported_posts.php: call to core\external\exporter->export()
  • line 95 of /mod/forum/classes/local/renderers/posts.php: call to mod_forum\local\builders\exported_posts->build()
  • line 212 of /mod/forum/classes/local/renderers/discussion.php: call to mod_forum\local\renderers\posts->render()
  • line 343 of /mod/forum/discuss.php: call to mod_forum\local\renderers\discussion->render()

Lez3 - Part2 (Effect of Alpha in Ridge Regression)

di SEPASEH HAKIMINEJAD -
Numero di risposte: 0


Small Alpha ==> High-grade polynomials ==> More Complex H ==> better chance of approximation F ==> Overfitting ==> Only good for training data not for estimation

Big Alpha ==> Less complex H ==> better chance of generalization out of F ==> Underfitting ==> No proper answer for training data

The correct Alpha ==> Where there is a correct balance between approximation and generalization.

overfit vs underfit

The result for attached code is as below:
As we see by increasing the alpha we have smoother line which is less fit on the train data.

Python - Regression