Add Support for Survival Forests, XGBoost Survival Analysis and Kaplain Meier Curves

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M1-Nick
M1-Nick Registered Posts: 11 ✭✭

Dataiku does a great job handling classification and regression models today. It would be really nice to have a similar experience for time to event modeling (survival analysis). There are lots of use-cases like churn and clinical research where whether or not someone takes an action isn't the only point of interest. The time to event also matters. Survival models solve this issue.

It would be great to have an experience similar to the classification model experience for Survival analysis.

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14 votes

In the Backlog · Last Updated

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  • tgb417
    tgb417 Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Neuron 2020, Neuron, Registered, Dataiku Frontrunner Awards 2021 Finalist, Neuron 2021, Neuron 2022, Frontrunner 2022 Finalist, Frontrunner 2022 Winner, Dataiku Frontrunner Awards 2021 Participant, Frontrunner 2022 Participant, Neuron 2023 Posts: 1,595 Neuron
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    @M1-Nick
    Thanks for suggesting these.

  • importthepandas
    importthepandas Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS Core Concepts, Neuron, Dataiku DSS Adv Designer, Registered, Neuron 2023 Posts: 115 Neuron
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  • MaximeA
    MaximeA Dataiker, Registered, Product Ideas Manager Posts: 11 Dataiker
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    Hello @M1-Nick
    @importthepandas
    @tgb417

    Thanks for raising and upvoting this ! This idea has entered our backlog.

    We will let you know if we have any updates

  • M1-Nick
    M1-Nick Registered Posts: 11 ✭✭
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  • tgb417
    tgb417 Dataiku DSS Core Designer, Dataiku DSS & SQL, Dataiku DSS ML Practitioner, Dataiku DSS Core Concepts, Neuron 2020, Neuron, Registered, Dataiku Frontrunner Awards 2021 Finalist, Neuron 2021, Neuron 2022, Frontrunner 2022 Finalist, Frontrunner 2022 Winner, Dataiku Frontrunner Awards 2021 Participant, Frontrunner 2022 Participant, Neuron 2023 Posts: 1,595 Neuron
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    Excellent. Looking forward to hearing more. Glad to share some further feedback if that would be helpful.

  • josurriola
    josurriola Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 5
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    Hey there, I was wondering if lifetimes type CLV models are being considered in this regard.

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