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Team 3 #37

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Team 3 #37

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GiacomoFabrini
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@stevenkbennett
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Task 1 Prediction - Density

Mean Absolute Error: 0.084
R2: 0.894
Normalised Mean Absolute Error (Assessed): 0.056
Points: 20

Task 2 Prediction - Centrosymmetric

Accuracy: 0.62
Macro F1-score (Assessed): 0.511
Weighted F1-score: 0.646
Points: 3

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.268
R2: 0.846
Normalised Mean Absolute Error (Assessed): 0.036
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 3.967
R2: 0.366
Normalised Mean Absolute Error (Assessed): 0.325
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

Mean Absolute Error: 0.032
R2: -0.262
Normalised Mean Absolute Error (Assessed): 0.045
Points: 9

Bonus Task 2 Prediction - Cell Volume

Mean Absolute Error: 833.219
R2: -2.335
Normalised Mean Absolute Error (Assessed): 0.936
Points: 0

Bonus Task 3 Prediction - Space Group Symbol

No results submitted for bonus task 3

Total Points

60/130

@stevenkbennett stevenkbennett changed the title Add files via upload Team 3 (Updated) Mar 24, 2021
@stevenkbennett stevenkbennett changed the title Team 3 (Updated) Team 3 Mar 24, 2021
@stevenkbennett
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Task 1 Prediction - Density

Mean Absolute Error: 0.077
R2: 0.903
Normalised Mean Absolute Error (Assessed): 0.051
Points: 21

Task 2 Prediction - Centrosymmetric

Accuracy: 0.62
Macro F1-score (Assessed): 0.511
Weighted F1-score: 0.646
Points: 3

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.268
R2: 0.846
Normalised Mean Absolute Error (Assessed): 0.036
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 3.967
R2: 0.366
Normalised Mean Absolute Error (Assessed): 0.325
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

Mean Absolute Error: 0.032
R2: -0.262
Normalised Mean Absolute Error (Assessed): 0.045
Points: 9

Bonus Task 2 Prediction - Cell Volume

Mean Absolute Error: 833.219
R2: -2.335
Normalised Mean Absolute Error (Assessed): 0.936
Points: 0

Bonus Task 3 Prediction - Space Group Symbol

No results submitted for bonus task 3

Total Points

61/130

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2 participants