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Add exception handling around TPOT pipeline evaluations #85

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rhiever opened this issue Feb 18, 2016 · 0 comments
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Add exception handling around TPOT pipeline evaluations #85

rhiever opened this issue Feb 18, 2016 · 0 comments
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rhiever commented Feb 18, 2016

Currently, if a TPOT pipeline crashes or throws an exception due to some error, all of TPOT crashes.

Instead, we should add exception handling around TPOT pipeline evaluations and "throw out" pipelines that crash (i.e., assign them 0 fitness).
@rhiever rhiever added the bug label Feb 18, 2016
@rhiever rhiever mentioned this issue Feb 18, 2016
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@rhiever rhiever self-assigned this Feb 20, 2016
rhiever added a commit that referenced this issue Feb 20, 2016
@rhiever
Add catch-all for evaluation function
72a3c66 
Do not allow one pipeline that crashes to cause TPOT to crash. Instead,
assign the crashing pipeline a poor fitness.

Reference: #84 and #85
@rhiever rhiever mentioned this issue Feb 20, 2016
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@AIAdventures AIAdventures mentioned this issue Jun 6, 2017
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@saddy001 saddy001 mentioned this issue Mar 20, 2018
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