Primoz
|
26804cf8ea
|
Repair preprocessing one hot encoding of test set.
|
2023-04-21 13:24:31 +02:00 |
|
Primoz
|
865225994b
|
Added testing section after feature selection.
|
2023-04-20 13:29:14 +02:00 |
|
Primoz
|
259be708aa
|
Improve the feature selection method with validations etc.
|
2023-04-20 13:26:20 +02:00 |
|
Primoz
|
0594993133
|
Add GroupKFold to feature selection CV. Start with generic metric calculation procedure.
|
2023-04-20 11:20:26 +02:00 |
|
Primoz
|
1cbc743cf7
|
Add kBest method to initially filter out the worst performing features. Update comments.
|
2023-04-20 10:12:16 +02:00 |
|
Primoz
|
2a8f1ee613
|
Merge branch 'ml_pipeline' of https://repo.ijs.si/junoslukan/straw2analysis into ml_pipeline
|
2023-04-19 15:56:52 +02:00 |
|
Primoz
|
ce13a9e13b
|
Implement feature selection method which is used in ML pipeline.
|
2023-04-19 15:56:34 +02:00 |
junos
|
a4ad4c3200
|
Check the relationship between is_system_app and System category.
|
2023-04-19 11:06:33 +02:00 |
|
junos
|
7e565c34db
|
Only reclassify apps not found on Play Store.
Update coding files for app categories.
|
2023-04-19 11:01:00 +02:00 |
|
junos
|
d6eea0fc00
|
Completely classify unknown applications.
|
2023-04-19 10:54:46 +02:00 |
|
junos
|
711b451eff
|
Start to better classify system apps.
|
2023-04-19 09:48:57 +02:00 |
|
junos
|
0e66a5a963
|
Completely remove PACKAGE_NAMES_HASHED and instead provide a differently structured file.
|
2023-04-19 09:29:40 +02:00 |
|
junos
|
c88cecc063
|
Categorize applications in config.yaml.
|
2023-04-18 20:39:58 +02:00 |
|
junos
|
66754a24aa
|
Create and save catalogue.
|
2023-04-18 16:10:11 +02:00 |
|
junos
|
297eb45933
|
Merge branch 'ml_pipeline'
|
2023-04-18 15:55:03 +02:00 |
|
junos
|
0b16aa6fe4
|
Clean up categories.
|
2023-04-18 15:49:33 +02:00 |
|
junos
|
d092e17e33
|
Explore saved categories.
|
2023-04-18 15:34:06 +02:00 |
|
junos
|
d000551884
|
Ignore only some files in presentation.
|
2023-04-18 14:57:59 +02:00 |
|
junos
|
5b9a1dba1a
|
Revert "Ignore presentation."
This reverts commit ec7cd09a09.
|
2023-04-18 14:54:35 +02:00 |
|
Primoz
|
10ca47583c
|
Implement feature selection methods (WIP).
|
2023-04-14 17:20:22 +02:00 |
|
junos
|
c0904dd681
|
Update rapids and various PyCharm settings.
|
2023-04-12 19:38:15 +02:00 |
|
junos
|
f672709ea6
|
JupyText config.
|
2023-04-05 20:14:47 +02:00 |
|
junos
|
633d029dc2
|
Merge remote-tracking branch 'origin/ml_pipeline' into ml_pipeline
|
2023-03-01 13:37:18 +01:00 |
|
junos
|
ec7cd09a09
|
Ignore presentation.
|
2023-03-01 13:37:10 +01:00 |
|
Primoz
|
8a532fa95a
|
Add a ML pipeline script to develop a whole pipeline.
|
2023-02-23 10:41:36 +01:00 |
|
Primoz
|
bccc1cd1de
|
Clean and fix Preprocessing module.
|
2023-02-23 10:40:58 +01:00 |
|
Primoz
|
9ed863b7a1
|
Add a CrossValidation module with all the required methods.
|
2023-02-23 10:40:17 +01:00 |
|
Primoz
|
f69cb25266
|
Add planning comments.
|
2023-02-22 18:12:52 +01:00 |
|
Primoz
|
7f6ae9b323
|
Add imputation and One-Hot Encoding Methods.
|
2023-02-22 18:05:01 +01:00 |
|
Primoz
|
8f6cb3f444
|
Add preprocessing class.
|
2023-02-22 13:44:03 +01:00 |
|
Primoz
|
ef12f64fe5
|
Add feature selection Class skeleton.
|
2023-02-20 11:51:34 +01:00 |
|
Primoz
|
63741c3627
|
Add feature selection pipeline script with initail plan.
|
2023-02-15 12:27:39 +01:00 |
|
Primoz
|
806ca1b37d
|
Added excel intermediate scores file
|
2023-02-06 14:02:24 +01:00 |
|
Primoz
|
d06da18c26
|
Fix error with method name.
|
2023-02-06 11:54:54 +01:00 |
|
Primoz
|
93a34986d9
|
Comment code sections and change to pd.concatinate method.
|
2023-02-06 11:31:21 +01:00 |
|
Primoz
|
08e81610a9
|
Fix method params
|
2023-02-06 11:21:17 +01:00 |
|
Primoz
|
ef78f179cd
|
Add neccessary parameters to plot method.
|
2023-02-06 11:19:04 +01:00 |
|
Primoz
|
afeb7b4872
|
Remove data_yield from features.
|
2023-02-06 11:16:53 +01:00 |
|
Primoz
|
ea3f805ba7
|
Change ML model and ddd CV to sequential feat_select. Add std lines to plots.
|
2023-02-06 11:09:15 +01:00 |
|
Primoz
|
e3aef2dae7
|
Add save to file code, and todo comment
|
2023-02-01 15:13:57 +01:00 |
|
Primoz
|
b286753696
|
Add vizualization sections for sequential addition of sensors' features.
|
2023-02-01 13:51:56 +01:00 |
|
Primoz
|
07ef72dec5
|
Implement algorithm for sequential adding of the most important features.
|
2023-01-25 14:19:29 +01:00 |
|
Primoz
|
85e572fca0
|
Expand analysis of the features (individualy and by sensor groups).
|
2023-01-23 16:32:07 +01:00 |
|
Primoz
|
6a98c8cdcf
|
Prepare scripts for feature importance analysis.
|
2023-01-19 16:20:43 +01:00 |
|
Primoz
|
d263b32564
|
Temp: remove stratified logo from ml pipeline.
|
2023-01-19 09:26:55 +01:00 |
|
Primoz
|
ad2fab133f
|
Explore features with Entropy and IG.
|
2023-01-13 17:08:56 +01:00 |
|
junos
|
72fdd9c5ec
|
Use stratified downsampling.
And run all models with a method from machine_learning.helper.
|
2023-01-04 21:48:37 +01:00 |
|
junos
|
b0b9edccc4
|
Unhide jupyter code cells and outputs.
|
2023-01-04 21:25:12 +01:00 |
|
junos
|
61d786b2ca
|
Describe LOSO results.
|
2023-01-04 20:38:05 +01:00 |
|
junos
|
37eada4a2e
|
Present results for stressful events.
|
2023-01-04 20:00:08 +01:00 |