From f6fb2a1129e0601f70bc143ce9eeecd07db7f430 Mon Sep 17 00:00:00 2001 From: Jackson Burns <33505528+JacksonBurns@users.noreply.github.com> Date: Mon, 23 Sep 2024 10:42:56 -0400 Subject: [PATCH 1/5] typo in performance table --- paper/paper.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paper/paper.md b/paper/paper.md index 58c444f..ce20016 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -270,7 +270,7 @@ Table: Summary of benchmark results. \label{results_table} +---------------+--------------------+-------------+--------------+------------+-------------------------+------+ |Pgp |~1.3 |AUROC |0.94$^b$ |0.90 |0.89$^b$ | ~ | +---------------+--------------------+-------------+--------------+------------+-------------------------+------+ -|ARA |~0.8 |Accuracy |91$^c$ |0.88 |82* |0.083 | +|ARA |~0.8 |Accuracy |91$^c$ |88 |82* |0.083 | +---------------+--------------------+-------------+--------------+------------+-------------------------+------+ |Flash |~0.6 |RMSE |13.2$^d$ |13.0 |21.2* |0.021 | +---------------+--------------------+-------------+--------------+------------+-------------------------+------+ From e14b3bac3e54ec20d4eec41ec940c9fff3b0f7d0 Mon Sep 17 00:00:00 2001 From: Jackson Burns <33505528+JacksonBurns@users.noreply.github.com> Date: Mon, 23 Sep 2024 10:53:41 -0400 Subject: [PATCH 2/5] clarify language around Ma et al. review according to alphaXiv comment see: alphaxiv.org/abs/2404.02058v2?qid=66b7b9e373563d73e432df07 and: alphaxiv.org/abs/2404.02058v2?qid=66b7bc2a73563d73e432df09 --- paper/paper.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/paper/paper.md b/paper/paper.md index ce20016..aa50d3c 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -89,9 +89,10 @@ All of this is not to say that DL has _never_ been applied to QSPR. Applications of DL to QSPR, i.e. DeepQSPR, were attempted throughout this time period but focused on the use of molecular fingerprints rather than descriptors. This may be at least partially attributed to knowledge overlap between deep learning experts and this sub-class of descriptors. Molecular fingerprints are bit vectors which encode the presence or absence of human-chosen sub-structures in an analogous manner to the "bag of words" featurization strategy common to natural language processing. -It is reasonable to assume a DL expert may have bridged this gap to open this subdomain, and its effectiveness proved worthwhile. -In the review of DL for QSPR by Ma and coauthors [@ma_deep_qsar] claim that combinations of fingerprint descriptors are more effective than molecular-level descriptors, either matching our outperforming linear methods across a number of ADME-related datasets. -This study will later refute that suggestion. +Experts have bridged this gap to open this subdomain and proved its effectiveness. +In Ma and coauthors' review of DL for QSPR [@ma_deep_qsar], for example, it is claimed that DL with fingerprint descriptors is more effective than with molecular-level descriptors. +They also demonstrate that DL outperforms or at least matches classical machine learning methods across a number of ADME-related datasets. +The results of this study demonstrate that molecular-level descriptors actually _are_ effective and reaffirm that DL matches or outperforms baselines, in this case linear. Despite their differences, both classical- and Deep-QSPR shared a lack of generalizability. Beyond the domains of chemistry where many of the descriptors had been originally devised, models were either unsuccessful or more likely simply never evaluated. From 465c36f335fd1a823a64172f5ee9118f0b815fb5 Mon Sep 17 00:00:00 2001 From: Jackson Burns <33505528+JacksonBurns@users.noreply.github.com> Date: Mon, 23 Sep 2024 11:21:24 -0400 Subject: [PATCH 3/5] change paper compile command, include build directory in artifact --- .github/workflows/paper.yml | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/.github/workflows/paper.yml b/.github/workflows/paper.yml index 859839d..b23be4e 100644 --- a/.github/workflows/paper.yml +++ b/.github/workflows/paper.yml @@ -32,8 +32,12 @@ jobs: - name: Build run: | cd paper - pandoc --citeproc --bibliography=paper.bib -s paper.md -o paper.pdf + pandoc --citeproc -s paper.md -o paper.pdf --template default.latex --pdf-engine=pdflatex --pdf-engine-opt=-output-directory=foo - uses: actions/upload-artifact@v1 with: name: paper - path: paper/paper.pdf \ No newline at end of file + path: paper/paper.pdf + - uses: actions/upload-artifact@v1 + with: + name: build_files + path: paper/foo \ No newline at end of file From f272189262fdc9cd57030c914f67edd9da8623c7 Mon Sep 17 00:00:00 2001 From: Jackson Burns <33505528+JacksonBurns@users.noreply.github.com> Date: Mon, 23 Sep 2024 11:22:42 -0400 Subject: [PATCH 4/5] bump upload artifact version --- .github/workflows/paper.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/paper.yml b/.github/workflows/paper.yml index b23be4e..267a7b5 100644 --- a/.github/workflows/paper.yml +++ b/.github/workflows/paper.yml @@ -33,11 +33,11 @@ jobs: run: | cd paper pandoc --citeproc -s paper.md -o paper.pdf --template default.latex --pdf-engine=pdflatex --pdf-engine-opt=-output-directory=foo - - uses: actions/upload-artifact@v1 + - uses: actions/upload-artifact@v4 with: name: paper path: paper/paper.pdf - - uses: actions/upload-artifact@v1 + - uses: actions/upload-artifact@v4 with: name: build_files path: paper/foo \ No newline at end of file From 3d0d1a663e0d27fefc1b57a3598487139f422174 Mon Sep 17 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