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Marijkevandesteene
/
MachineLearning
repo to share progress and to manage versions of exam MachineLearning (M14)
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fixed broken environment file
#61
dluts
closed
4 months ago
0
final changes to export + cleaning repo
#60
dluts
closed
4 months ago
0
Final review
#59
dluts
closed
4 months ago
0
Issue with loading environment yaml
#58
Marijkevandesteene
opened
4 months ago
0
fixed some final export issues
#57
dluts
closed
4 months ago
0
Add environment configuration for the final notebook
#56
dluts
closed
4 months ago
0
Added the SVC + fixed some minor issues + integrated input from [MVDS…
#55
dluts
closed
4 months ago
0
Plot predicted revenue for top 100 selection vs Random selection
#54
Marijkevandesteene
closed
4 months ago
1
Amelioration to Evaluate model on test set ; actual vs predicted
#53
Marijkevandesteene
closed
4 months ago
2
cleanup of whiteboxing + addin export predictions to score csv + corrected analysis for exec summary
#52
dluts
closed
4 months ago
0
Export the predictions for all instances in score to csv
#51
Marijkevandesteene
closed
4 months ago
3
Restore linear regression and SVM for profit + reran profit for the e…
#50
dluts
closed
4 months ago
0
restoring parts of the notebook lost due to merge conflicts + edits to the comments in the notebooks + cleaning readme and functions
#49
dluts
closed
4 months ago
0
Final integration & cleanup
#48
binomaiheu
closed
4 months ago
0
Discussion on recall vs. precision
#47
binomaiheu
closed
4 months ago
1
Some reflections / to do on Final version
#46
Marijkevandesteene
opened
4 months ago
3
Applying SMOTE results in negative recall for random forest classifier
#45
Marijkevandesteene
closed
4 months ago
2
Added onehotencoder + cleaning of the data prep
#44
dluts
closed
5 months ago
0
onehotencoder
#43
dluts
closed
4 months ago
2
Visualisations and exploratory analysis
#42
dluts
closed
4 months ago
4
Univariate outlier detection
#41
dluts
closed
4 months ago
8
Incomplete sentence
#40
dluts
closed
4 months ago
3
Dealing with the missing data, dropping instances with more than 35 missing features.
#39
dluts
closed
4 months ago
5
consolidation 28/06
#38
binomaiheu
closed
5 months ago
0
more consolidation
#37
binomaiheu
closed
5 months ago
0
Snapshot
#36
binomaiheu
closed
5 months ago
0
linear regression and logistic regression
#35
dluts
closed
5 months ago
0
move SVM to consolidated
#34
dluts
closed
5 months ago
0
Added manual GDM tweaking & leave out outlier
#33
binomaiheu
closed
5 months ago
0
cleaned up the data preparation
#32
binomaiheu
closed
5 months ago
0
Do we need to look at the % of hotel guests causing damage? Could point to imbalance?
#31
Marijkevandesteene
closed
4 months ago
1
SVM tuning
#30
dluts
closed
5 months ago
0
Tried HalvingRandomSearch (experimental)
#29
Marijkevandesteene
closed
4 months ago
1
Hyperparameter - train test split - best percentage
#28
Marijkevandesteene
closed
4 months ago
2
fixed the issue w.r.t. the knnimputer
#27
binomaiheu
closed
5 months ago
0
Cleaned up the data checking &imputation section
#26
binomaiheu
closed
5 months ago
0
KNNImputer for the missing values
#25
binomaiheu
closed
5 months ago
2
Work on the plane on SVR and SVC
#24
dluts
closed
5 months ago
0
fixed score5_neg
#23
binomaiheu
closed
5 months ago
0
determine score5_neg_uniform for score data
#22
Marijkevandesteene
closed
5 months ago
1
testing svr
#21
dluts
closed
5 months ago
0
Reeds wat eerste refactoring van de repo & integratie notebook
#20
binomaiheu
closed
5 months ago
0
mean scores
#19
binomaiheu
closed
5 months ago
1
Added a report in LateX, let me know if you have issues.
#18
binomaiheu
closed
5 months ago
0
adding new version of integrated file with simple imputer and investi…
#17
dluts
closed
5 months ago
0
Dropping a lot of instances 53 based on missing 'prev_stay'
#16
dluts
closed
5 months ago
2
Manier van werken met notebooks
#15
dluts
closed
5 months ago
1
Categorical/numeric split
#14
dluts
closed
5 months ago
2
No shuffling needed?
#13
dluts
closed
5 months ago
1
Documentation & executive summary
#12
binomaiheu
closed
5 months ago
2
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