tabzilla

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Hello, first of all great work in getting so many model families implemented in one place! I am wondering if there is a recommendation from the authors on how I...

Innixma

Which datasets are used for main paper (98 datasets) and "small data" (57 datasets)

4

Hi. I'm trying to compare to some of the results in your work, but it's not clear to me which datasets were use for Table 1 and Table 2. The...

amueller

reproducing the Table 5 result of the paper

5

hi, i'm the author of the issue: [Is the average ranking meaningful since each algorithm is test on different number of datasets ?](https://github.com/naszilla/tabzilla/issues/95) first, thanks for the reply, and sorry...

abvesa

Hey! It looks to me like there might be some steps missing for adding a model. It seems that it needs to be added to ``tabzilla_alg_handler.py``, which is not mentioned...

amueller

Circular import

1

I am trying to add a new dataset but get the following when running the "test command": ``` (tabzilla) [vandewrp@s-sc-frontend1 TabZilla]$ python tabzilla_data_preprocessing.py --RetroElective Traceback (most recent call last): File...

rvandewater

add different kernels for SVM

2

duncanmcelfresh

add different similarity metrics for KNN

1

duncanmcelfresh

DeepFM - singleton array issue

2

occurs with dataset: openml__sulfur__360966 traceback: ``` Traceback (most recent call last): File "/home/shared/tabzilla/TabSurvey/tabzilla_experiment.py", line 137, in __call__ result = cross_validation(model, self.dataset, self.time_limit) File "/home/shared/tabzilla/TabSurvey/tabzilla_utils.py", line 236, in cross_validation loss_history, val_loss_history...

duncanmcelfresh

this occurs on the following datasets: - openml__balance-scale__11 - openml__ecoli__145977 - openml__jungle_chess_2pcs_raw_endgame_complete__167119 - openml__mfeat-morphological__18 traceback: ``` Traceback (most recent call last): File "/home/shared/tabzilla/TabSurvey/tabzilla_experiment.py", line 137, in __call__ result = cross_validation(model,...

duncanmcelfresh

yet another TabTransformer issue

1

occurs on datasets: - openml__Bank-Note-Authentication-UCI__361002 - openml__sulfur__360966 traceback: ``` Traceback (most recent call last): File "/home/shared/tabzilla/TabSurvey/tabzilla_experiment.py", line 137, in __call__ result = cross_validation(model, self.dataset, self.time_limit) File "/home/shared/tabzilla/TabSurvey/tabzilla_utils.py", line 236, in...

duncanmcelfresh