Exercise 2

[betatim]

Post questions and answers about exercise 2 in this thread.

[loikki]

My answers https://github.com/loikki/Advanced-Computing-Techniques/tree/master/lecture-02

[raimon-fa]

Here are my solutions: https://github.com/raimon-fa/advanced-comp-2018/tree/master/session_2
Raimon Fabregat

[Melonel]

Hello, my solution (Nathan Bernier) are at
https://github.com/Melonel/advanced-comp-2018/blob/master/exercise2.ipynb

[martin-millon]

My solution : https://github.com/martin-millon/Advanced_computing_exercices

[calispac]

Hi all!
My solution will be here : https://github.com/calispac/advanced-computing-2018

[liferrei]

Hello, my solution : https://github.com/liferrei/advanced-comp-2018

[4lukashchuk]

Good evening all!
Mine one: https://github.com/leokurchatov/advanced-comp-2018/blob/master/lecture-02/exercise.ipynb

[willpietrak]

Hey.
Mine: https://github.com/willypataponk/advanced-comp-2018

[ptuckmantel]

Ex2 here (with Guillaume Rapin)
https://github.com/ptuckmantel/advanced-comp-2018/blob/master/Ex2_3.ipynb

[EvgeniyP-unige]

our solution ex2 (E.Ponomarev, D.Mauro)
https://github.com/EvgeniyP-unige/advanced-comp-2018
(https://github.com/EvgeniyP-unige/advanced-comp-2018/blob/master/ex2_E.Ponomarev%2C%20D.Mauro.ipynb)

[makarpov]

My solutions are here:
https://github.com/makarpov/advanced-comp-2018/blob/master/exercise2.ipynb

[joacohoya]

My solutions for Exercise 2 are here:
https://github.com/joacohoya/advance_computing_2018/blob/master/exercise2/exercise2.ipynb

[stephanie-bron]

My solutions are here: https://github.com/stephanie-bron/advanced-computing-2018/blob/master/lesson2/exercise2.ipynb

[betatim]

Some good answers for each question. I will update the list below as I read more answers.

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Q1

• http://nbviewer.jupyter.org/github/Melonel/advanced-comp-2018/blob/32086b40dff228bd9fc893729c3cb03a60c0a417/exercise2.ipynb#Question-1

Q2

• http://nbviewer.jupyter.org/github/loikki/Advanced-Computing-Techniques/blob/d8bc5c80b83f440109a3762edcf014a7f96cae87/lecture-02/exercise.ipynb#Question-2

Q3

• http://nbviewer.jupyter.org/github/leokurchatov/advanced-comp-2018/blob/062d519d14f8c2bfc56be7760cdbd2f19d108ada/lecture-02/exercise.ipynb#Question-3

[adamyanova]

Here are my solutions as well: https://github.com/adamyanova/ACT_2018/tree/master/Ex_2

[kbvw]

Exercise 1 and 2 (not complete): https://github.com/koenobi/mlcourse

[dsperone]

Here are my answers : https://github.com/dsperone/advanced_comp_tech_2018

[betatim]

If you'd like to find out how much you overtrained your model and how well you predicted the future performance the testing data is here: https://github.com/wildtreetech/advanced-computing-2018/blob/master/data/challenge-test.csv

It also contains the extra column that you need to remove.

The data was taken from this competition: https://www.kaggle.com/c/flavours-of-physics

[4lukashchuk]

Results on the test data:
accuracy: 0.9172615616547688
roc_auc: 0.9136447763145421

[ptuckmantel]

Predicted:
ROC AUC: 0.909744
Accuracy: 0.916000

Test data:
ROC AUC: 0.911016
Accuracy: 0.916863

https://github.com/ptuckmantel/advanced-comp-2018/blob/master/Scores.png

[stephanie-bron]

Predicted:
Accuracy: 0.910380952381
AUC ROC score 0.902998700014

Test:
Accuracy: 0.9102115017957699
AUC ROC score 0.9030832773865136

https://github.com/stephanie-bron/advanced-computing-2018/tree/master/lecture-02

[kbvw]

Predicted:
Accuracy: 0.892
ROC AUC: 0.883

Test:
Accuracy: 0.890
ROC AUC: 0.881

https://github.com/koenobi/mlcourse/tree/master/exercise2

[ZeusHofstetter]

My answers to the questions are located at https://github.com/ZeusHofstetter/advanced-comp-2018
Albert Hofstetter