Looking for Programming help on how to enhance the Baseline Model with Classification Features.
\nThe source
\nhttps://www.kaggle.com/code/rasmusrse/graphnet-example with classification feature.
I referred the Note Book, assuming that it aggregate the Train Data
\nhttps://www.kaggle.com/code/prachi13/icecube-baseline-submission , But I think it is not.
If you have a look of the data, there is clear classification of event based on Charge. https://www.kaggle.com/code/subhasishsahu22/fly-like-duck-icecube/edit
\nIs there a help or support to enhance the baseline code ?
", "messages": [ { "id": "2217968", "postDate": "04/11/2023 09:55:47", "content": "Looking for Programming help on how to enhance the Baseline Model with Classification Features.
\nThe source
\nhttps://www.kaggle.com/code/rasmusrse/graphnet-example with classification feature.
I referred the Note Book, assuming that it aggregate the Train Data
\nhttps://www.kaggle.com/code/prachi13/icecube-baseline-submission , But I think it is not.
If you have a look of the data, there is clear classification of event based on Charge. https://www.kaggle.com/code/subhasishsahu22/fly-like-duck-icecube/edit
\nIs there a help or support to enhance the baseline code ?
", "rawMarkdown": "Looking for Programming help on how to enhance the Baseline Model with Classification Features.\nThe source \nhttps://www.kaggle.com/code/rasmusrse/graphnet-example with classification feature.\n\nI referred the Note Book, assuming that it aggregate the Train Data \nhttps://www.kaggle.com/code/prachi13/icecube-baseline-submission , But I think it is not.\n\nIf you have a look of the data, there is clear classification of event based on Charge. https://www.kaggle.com/code/subhasishsahu22/fly-like-duck-icecube/edit\n\nIs there a help or support to enhance the baseline code ?", "votes": null }, { "id": "2218079", "postDate": "04/11/2023 12:13:35", "content": "Currently I havn't seen discussion about Classification on charge ,but there are indeed some which discuss different kind of event, like this, maybe you can add as a feature, just an advice😄
", "rawMarkdown": "Currently I havn't seen discussion about Classification on charge ,but there are indeed some which discuss different kind of event, like [this](https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/392098), maybe you can add as a feature, just an advice😄", "votes": null }, { "id": "2218092", "postDate": "04/11/2023 12:21:54", "content": "in addition, you can read this which can also help you enchance that, good luck
", "rawMarkdown": "in addition, you can read [this](https://www.kaggle.com/code/antonsevostianov/icecube-sensor-efficiency-feature-engineering) which can also help you enchance that, good luck", "votes": null }, { "id": "2221303", "postDate": "04/14/2023 06:00:34", "content": "you need to create a target variable for the classification task, based on the charge of the event. You can use the charge column in the train data and apply some threshold or binning to create a binary or multi-class label. For example, you can label an event as high-charge if its charge is above the median value, and low-charge otherwise
", "rawMarkdown": "you need to create a target variable for the classification task, based on the charge of the event. You can use the charge column in the train data and apply some threshold or binning to create a binary or multi-class label. For example, you can label an event as high-charge if its charge is above the median value, and low-charge otherwise", "votes": null } ], "comments": [ { "id": 2218079, "author_name": "roger92", "author_url": "", "post_date": "04/11/2023 12:13:35", "content": "Currently I havn't seen discussion about Classification on charge ,but there are indeed some which discuss different kind of event, like this, maybe you can add as a feature, just an advice😄
", "votes": null, "replies": [ { "id": 2218092, "author_name": "roger92", "author_url": "", "post_date": "04/11/2023 12:21:54", "content": "in addition, you can read this which can also help you enchance that, good luck
", "votes": null, "replies": [] } ] }, { "id": 2221303, "author_name": "yus002", "author_url": "", "post_date": "04/14/2023 06:00:34", "content": "you need to create a target variable for the classification task, based on the charge of the event. You can use the charge column in the train data and apply some threshold or binning to create a binary or multi-class label. For example, you can label an event as high-charge if its charge is above the median value, and low-charge otherwise
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "2217968": "Looking for Programming help on how to enhance the Baseline Model with Classification Features.\nThe source \nhttps://www.kaggle.com/code/rasmusrse/graphnet-example with classification feature.\n\nI referred the Note Book, assuming that it aggregate the Train Data \nhttps://www.kaggle.com/code/prachi13/icecube-baseline-submission , But I think it is not.\n\nIf you have a look of the data, there is clear classification of event based on Charge. https://www.kaggle.com/code/subhasishsahu22/fly-like-duck-icecube/edit\n\nIs there a help or support to enhance the baseline code ?", "2218079": "Currently I havn't seen discussion about Classification on charge ,but there are indeed some which discuss different kind of event, like [this](https://www.kaggle.com/competitions/icecube-neutrinos-in-deep-ice/discussion/392098), maybe you can add as a feature, just an advice😄", "2218092": "in addition, you can read [this](https://www.kaggle.com/code/antonsevostianov/icecube-sensor-efficiency-feature-engineering) which can also help you enchance that, good luck", "2221303": "you need to create a target variable for the classification task, based on the charge of the event. You can use the charge column in the train data and apply some threshold or binning to create a binary or multi-class label. For example, you can label an event as high-charge if its charge is above the median value, and low-charge otherwise" }, "source": "meta" }