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c91a994828
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adding prints to pnca_config file
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2022-05-29 06:58:21 +01:00 |
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693a5324c1
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tidyed up ML data processing for actual processing
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2022-05-29 06:03:36 +01:00 |
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cbfbb525fa
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added file UQ_ML_data.py which was pka UQ_pnca_ML.py
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2022-05-29 05:22:51 +01:00 |
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084c280f16
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finalised categorical and lineage col classifications
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2022-05-29 05:22:01 +01:00 |
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c37780350e
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saving work
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2022-05-28 11:28:02 +01:00 |
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dd39519234
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UQ_Imbalance.py is still the practice one
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2022-05-28 11:26:29 +01:00 |
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f2634f77ef
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saving and organising work to call form cmd line
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2022-05-28 11:25:04 +01:00 |
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d9a1888e8c
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tidying import script and moving estimators where the ML classifier func are
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2022-05-28 09:44:26 +01:00 |
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2898686bf8
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tidy script to run my versions of multiple modles with blind tests and also with oversampled data
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2022-05-28 09:41:30 +01:00 |
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b6f0308e42
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tidying script to run from cmd and via ssh
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2022-05-28 09:40:24 +01:00 |
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0a84a4b4dc
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update
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2022-05-27 14:32:41 +01:00 |
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3727425a0b
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add missin .py
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2022-05-27 14:30:07 +01:00 |
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77fc14e19d
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added OR impute code in UQ_pnca_ML
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2022-05-27 08:49:24 +01:00 |
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1da87ba177
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git add UQ_imbalance.py
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2022-05-27 06:05:34 +01:00 |
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42c8c47e2d
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added UQ_MultClassPipe4.py and UQ_imbalance.py
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2022-05-26 07:39:47 +01:00 |
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5779331981
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trying under and oversampling
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2022-05-26 07:38:21 +01:00 |
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8f8306d948
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added all autosklearn informed hyperparams
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2022-05-26 04:51:47 +01:00 |
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b5d29dd449
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added validated params for all classifiers
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2022-05-26 03:20:54 +01:00 |
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00633872f5
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added classification_params.py i.e hyperparams for each model without FS
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2022-05-24 11:58:39 +01:00 |
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cdddbde7ec
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replaced pipe_abc with pipe_rc related to the same
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2022-05-24 11:57:54 +01:00 |
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a4124986c0
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moved earlier version for model and param names to earlier_versions
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2022-05-24 09:21:29 +01:00 |
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dcb4f7edbf
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added to notes
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2022-05-24 09:20:45 +01:00 |
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5d6dccfc09
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added file containing model names and hyperaprams to run for all models inc FS
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2022-05-24 09:14:41 +01:00 |
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9c07ad3ce8
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renamed function file to UQ_FS_fn.py and added new file to call this function
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2022-05-24 08:20:57 +01:00 |
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6f9e3b91a6
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added custom rfecv to get names out from stackoverflow
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2022-05-24 07:51:16 +01:00 |
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f2d2f361f0
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n_estimators range to include upto a 1000 alex's suggestion
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2022-05-24 07:50:11 +01:00 |
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b49c877f49
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huge progress with getting feature names out from One Hot encoder
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2022-05-24 07:48:00 +01:00 |
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95852fa40e
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aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
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2022-05-24 02:33:56 +01:00 |
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6db5046302
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modifying output dict for printing in UQ_FS_eg.py
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2022-05-23 22:52:57 +01:00 |
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3c7d8690ee
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added feature selection on all models but lets see if it works, only worked until DT
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2022-05-23 07:47:56 +01:00 |
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a420822a93
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saved the UQ_FS_eg with almost complete output, still some minor fixes to do
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2022-05-23 03:35:35 +01:00 |
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1436557287
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saving work and wrapping up from the weekend
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2022-05-23 00:31:02 +01:00 |
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9839b6f8d1
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remove __estimator
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2022-05-22 23:39:35 +01:00 |
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1a1154b4f4
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remove ClfSwitcher() from this lot
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2022-05-22 23:36:24 +01:00 |
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18d9b77aee
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fs_* versions
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2022-05-22 23:33:11 +01:00 |
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c4142f441d
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remove redundant stuff
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2022-05-22 23:31:58 +01:00 |
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80e6b3af96
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copy of ML dir to an FS-only version
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2022-05-22 23:30:58 +01:00 |
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52cc16f3fa
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added UQ_LR FS2.py that has the FS run with LR model as part of pipeline and gridsearch
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2022-05-21 13:30:45 +01:00 |
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39cd7b4259
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finally made the fs work within class and without
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2022-05-21 13:30:04 +01:00 |
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4a9e9dfedf
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added sripts to try FS
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2022-05-21 04:25:07 +01:00 |
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3742a5f62d
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renamed UQ_LR_FS.py to UQ_LR_FS_p1.py
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2022-05-21 04:24:28 +01:00 |
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e16e82e673
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added ml numbers from run for multiple models for pnca without fs and started a file for fs
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2022-05-20 08:11:53 +01:00 |
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c1d27f5a92
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added UQ_LR_FS.py scrip for LR feature selection. SO far this is manual. cannot get it to be part of pipeline
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2022-05-20 08:10:44 +01:00 |
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37bda41f44
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added and ran hyperparam script for all different classifiers, but couldn't successfully run the feature selection and hyperparam together
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2022-05-20 08:09:24 +01:00 |
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74af5ef890
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moved UQ_RF older verison to earlier_versions dir
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2022-05-19 08:32:33 +01:00 |
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8b0f69bbd9
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added pratice and feature selection scripts for LR and hyperparam for all classification models as separate scripts in uq_ml_models
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2022-05-19 08:31:16 +01:00 |
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fa0f5e5b39
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saving work with scripts for feature selection
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2022-05-19 08:30:18 +01:00 |
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a9dc3c43e5
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added UQ_practice.py
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2022-05-19 02:38:01 +01:00 |
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ee163d3978
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added UQ scripts to do hyperparam ML models
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2022-05-19 02:37:00 +01:00 |
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4dbc90ad44
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modified ml params and models
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2022-05-19 02:35:50 +01:00 |
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