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Team 16 #21

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Team 16 #21

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TomHodson
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@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.093
R2: 0.83
Normalised Mean Absolute Error (Assessed): 0.061
Points: 20

Task 2 Prediction - Centrosymmetric

No results submitted for task 2

Task 3 Prediction - Mean Distances

No results submitted for task 3

Task 4 Prediction - Van der Waals Contacts

No results submitted for task 4

Bonus Task 1 Prediction - Packing Coefficient

No results submitted for bonus task 1

Bonus Task 2 Prediction - Cell Volume

No results submitted for bonus task 2

Bonus Task 3 Prediction - Space Group Symbol

No results submitted for bonus task 3

Total Points

20/130

@stevenkbennett
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Task 1 Prediction - Density

Mean Absolute Error: 0.046
R2: 0.948
Normalised Mean Absolute Error (Assessed): 0.031
Points: 22

Task 2 Prediction - Centrosymmetric

No results submitted for task 2

Task 3 Prediction - Mean Distances

No results submitted for task 3

Task 4 Prediction - Van der Waals Contacts

No results submitted for task 4

Bonus Task 1 Prediction - Packing Coefficient

No results submitted for bonus task 1

Bonus Task 2 Prediction - Cell Volume

No results submitted for bonus task 2

Bonus Task 3 Prediction - Space Group Symbol

No results submitted for bonus task 3

Total Points

22/130

@gcassella
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@stevenkbennett Hi Steven, could you authorize me to upload predictions as well as Tom?

P.S. we know why the last one failed - I output the wrong file, oops.

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.046
R2: 0.948
Normalised Mean Absolute Error (Assessed): 0.031
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.789
Macro F1-score (Assessed): 0.517
Weighted F1-score: 0.728
Points: 3

Task 3 Prediction - Mean Distances

No results submitted for task 3

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

No results submitted for bonus task 1

Bonus Task 2 Prediction - Cell Volume

No results submitted for bonus task 2

Bonus Task 3 Prediction - Space Group Symbol

No results submitted for bonus task 3

Total Points

31/130

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.046
R2: 0.948
Normalised Mean Absolute Error (Assessed): 0.031
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.789
Macro F1-score (Assessed): 0.517
Weighted F1-score: 0.728
Points: 3

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.27
R2: 0.832
Normalised Mean Absolute Error (Assessed): 0.037
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

No results submitted for bonus task 1

Bonus Task 2 Prediction - Cell Volume

No results submitted for bonus task 2

Bonus Task 3 Prediction - Space Group Symbol

No results submitted for bonus task 3

Total Points

53/130

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.046
R2: 0.948
Normalised Mean Absolute Error (Assessed): 0.031
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.818
Macro F1-score (Assessed): 0.663
Weighted F1-score: 0.796
Points: 6

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.27
R2: 0.832
Normalised Mean Absolute Error (Assessed): 0.037
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

No results submitted for bonus task 1

Bonus Task 2 Prediction - Cell Volume

No results submitted for bonus task 2

Bonus Task 3 Prediction - Space Group Symbol

No results submitted for bonus task 3

Total Points

56/130

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.046
R2: 0.948
Normalised Mean Absolute Error (Assessed): 0.031
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.818
Macro F1-score (Assessed): 0.663
Weighted F1-score: 0.796
Points: 6

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.27
R2: 0.832
Normalised Mean Absolute Error (Assessed): 0.037
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

Mean Absolute Error: 0.02
R2: 0.323
Normalised Mean Absolute Error (Assessed): 0.029
Points: 10

Bonus Task 2 Prediction - Cell Volume

No results submitted for bonus task 2

Bonus Task 3 Prediction - Space Group Symbol

No results submitted for bonus task 3

Total Points

66/130

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.046
R2: 0.948
Normalised Mean Absolute Error (Assessed): 0.031
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.828
Macro F1-score (Assessed): 0.677
Weighted F1-score: 0.806
Points: 6

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.27
R2: 0.832
Normalised Mean Absolute Error (Assessed): 0.037
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

Mean Absolute Error: 0.02
R2: 0.287
Normalised Mean Absolute Error (Assessed): 0.029
Points: 10

Bonus Task 2 Prediction - Cell Volume

No results submitted for bonus task 2

Bonus Task 3 Prediction - Space Group Symbol

Accuracy: 0.292
Macro F1-score (Assessed): 0.059
Weighted F1-score: 0.179
Points: 0

Total Points

66/130

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.046
R2: 0.948
Normalised Mean Absolute Error (Assessed): 0.031
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.828
Macro F1-score (Assessed): 0.677
Weighted F1-score: 0.806
Points: 6

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.27
R2: 0.832
Normalised Mean Absolute Error (Assessed): 0.037
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

Mean Absolute Error: 0.02
R2: 0.287
Normalised Mean Absolute Error (Assessed): 0.029
Points: 10

Bonus Task 2 Prediction - Cell Volume

Mean Absolute Error: 292.137
R2: 0.154
Normalised Mean Absolute Error (Assessed): 0.328
Points: 3

Bonus Task 3 Prediction - Space Group Symbol

Accuracy: 0.292
Macro F1-score (Assessed): 0.059
Weighted F1-score: 0.179
Points: 0

Total Points

69/130

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.045
R2: 0.95
Normalised Mean Absolute Error (Assessed): 0.03
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.828
Macro F1-score (Assessed): 0.677
Weighted F1-score: 0.806
Points: 6

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.27
R2: 0.832
Normalised Mean Absolute Error (Assessed): 0.037
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

Mean Absolute Error: 0.02
R2: 0.287
Normalised Mean Absolute Error (Assessed): 0.029
Points: 10

Bonus Task 2 Prediction - Cell Volume

Mean Absolute Error: 292.137
R2: 0.154
Normalised Mean Absolute Error (Assessed): 0.328
Points: 3

Bonus Task 3 Prediction - Space Group Symbol

Accuracy: 0.292
Macro F1-score (Assessed): 0.059
Weighted F1-score: 0.179
Points: 0

Total Points

69/130

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.045
R2: 0.95
Normalised Mean Absolute Error (Assessed): 0.03
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.833
Macro F1-score (Assessed): 0.681
Weighted F1-score: 0.809
Points: 6

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.27
R2: 0.832
Normalised Mean Absolute Error (Assessed): 0.037
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

Mean Absolute Error: 0.02
R2: 0.287
Normalised Mean Absolute Error (Assessed): 0.029
Points: 10

Bonus Task 2 Prediction - Cell Volume

Mean Absolute Error: 292.137
R2: 0.154
Normalised Mean Absolute Error (Assessed): 0.328
Points: 3

Bonus Task 3 Prediction - Space Group Symbol

Accuracy: 0.292
Macro F1-score (Assessed): 0.059
Weighted F1-score: 0.179
Points: 0

Total Points

69/130

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.045
R2: 0.95
Normalised Mean Absolute Error (Assessed): 0.03
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.837
Macro F1-score (Assessed): 0.685
Weighted F1-score: 0.812
Points: 7

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.27
R2: 0.832
Normalised Mean Absolute Error (Assessed): 0.037
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

Mean Absolute Error: 0.02
R2: 0.287
Normalised Mean Absolute Error (Assessed): 0.029
Points: 10

Bonus Task 2 Prediction - Cell Volume

Mean Absolute Error: 292.137
R2: 0.154
Normalised Mean Absolute Error (Assessed): 0.328
Points: 3

Bonus Task 3 Prediction - Space Group Symbol

Accuracy: 0.292
Macro F1-score (Assessed): 0.059
Weighted F1-score: 0.179
Points: 0

Total Points

70/130

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.045
R2: 0.95
Normalised Mean Absolute Error (Assessed): 0.03
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.837
Macro F1-score (Assessed): 0.685
Weighted F1-score: 0.812
Points: 7

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.27
R2: 0.832
Normalised Mean Absolute Error (Assessed): 0.037
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

Mean Absolute Error: 0.02
R2: 0.287
Normalised Mean Absolute Error (Assessed): 0.029
Points: 10

Bonus Task 2 Prediction - Cell Volume

Mean Absolute Error: 292.137
R2: 0.154
Normalised Mean Absolute Error (Assessed): 0.328
Points: 3

Bonus Task 3 Prediction - Space Group Symbol

Accuracy: 0.285
Macro F1-score (Assessed): 0.005
Weighted F1-score: 0.127
Points: 0

Total Points

70/130

@stevenkbennett
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Owner

Task 1 Prediction - Density

Mean Absolute Error: 0.045
R2: 0.95
Normalised Mean Absolute Error (Assessed): 0.03
Points: 22

Task 2 Prediction - Centrosymmetric

Accuracy: 0.837
Macro F1-score (Assessed): 0.685
Weighted F1-score: 0.812
Points: 7

Task 3 Prediction - Mean Distances

Mean Absolute Error: 0.27
R2: 0.832
Normalised Mean Absolute Error (Assessed): 0.037
Points: 22

Task 4 Prediction - Van der Waals Contacts

Mean Absolute Error: 4.238
R2: 0.194
Normalised Mean Absolute Error (Assessed): 0.347
Points: 6

Bonus Task 1 Prediction - Packing Coefficient

Mean Absolute Error: 0.02
R2: 0.287
Normalised Mean Absolute Error (Assessed): 0.029
Points: 10

Bonus Task 2 Prediction - Cell Volume

Mean Absolute Error: 292.137
R2: 0.154
Normalised Mean Absolute Error (Assessed): 0.328
Points: 3

Bonus Task 3 Prediction - Space Group Symbol

Accuracy: 0.285
Macro F1-score (Assessed): 0.005
Weighted F1-score: 0.127
Points: 0

Total Points

70/130

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3 participants