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97%
master: 97%

Ran 28 Sep 2016 03:47PM UTC

Files 59

Run time 5s

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Committed 28 Sep 2016 03:42PM UTC coverage: 87.705% (-0.5%) from 88.178%

Job # PYTHON_VERSION="3.5" COVERAGE="true" LATEST="true" "DEAP_VERSION=1.0.1" "XGBOOST_VERSION=0.4a30"

Build Type

push

travis-ci

Committed by

rhiever

Commit Message

Patch: Prevent TPOT pipelines from "freezing"

Ever since we changed to the new sklearn pipeline representation, it
has again become possible for TPOT to generate pipelines that either
take up a large amount of RAM (e.g. PolynomialFeatures —>
PolynomialFeatures) or take too long (e.g. RFE —> RFE). I have added
code to the evaluation function that prevents such pipelines from being
evaluated.

I also removed AdaBoost and PassiveAggressive models from TPOT. Both
seem to be inferior to their more modern counterparts.

Run Details

963 of 1098 relevant lines covered (87.7%)

0.88 hits per line

rhiever / tpot / 654 / 3
97%
master: 97%

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Source Files on job 654.3 (PYTHON_VERSION="3.5" COVERAGE="true" LATEST="true" "DEAP_VERSION=1.0.1" "XGBOOST_VERSION=0.4a30")

rhiever / tpot / 654 / 3 97% master: 97%

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Markdown

Textile

RDoc

HTML

Rst

Source Files on job 654.3 (PYTHON_VERSION="3.5" COVERAGE="true" LATEST="true" "DEAP_VERSION=1.0.1" "XGBOOST_VERSION=0.4a30")

rhiever / tpot / 654 / 3
97%
master: 97%

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