esm2_t12_35M_qlora_binding_2600K_cp1 / pdb_struct_metrics.txt
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Create pdb_struct_metrics.txt
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Train:
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Dataset: GTP_Training.txt
Accuracy: 0.8916
Precision: 0.1529
Recall: 0.4832
F1 Score: 0.2323
AUC: 0.6946
MCC: 0.2278
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Dataset: GDP_Training.txt
Accuracy: 0.8877
Precision: 0.1964
Recall: 0.5786
F1 Score: 0.2932
AUC: 0.7396
MCC: 0.2913
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Dataset: FE_Training.txt
Accuracy: 0.9120
Precision: 0.0589
Recall: 0.3020
F1 Score: 0.0986
AUC: 0.6119
MCC: 0.1024
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Dataset: AMP_Training.txt
Accuracy: 0.8750
Precision: 0.1273
Recall: 0.4417
F1 Score: 0.1976
AUC: 0.6662
MCC: 0.1869
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Dataset: HEME_Training.txt
Accuracy: 0.8543
Precision: 0.1687
Recall: 0.2041
F1 Score: 0.1847
AUC: 0.5578
MCC: 0.1061
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Dataset: ATP_Training.txt
Accuracy: 0.9036
Precision: 0.2036
Recall: 0.4820
F1 Score: 0.2862
AUC: 0.7016
MCC: 0.2699
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Dataset: DNA_Training.txt
Accuracy: 0.8617
Precision: 0.2001
Recall: 0.2221
F1 Score: 0.2105
AUC: 0.5708
MCC: 0.1352
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Dataset: ADP_Training.txt
Accuracy: 0.8986
Precision: 0.1853
Recall: 0.5043
F1 Score: 0.2710
AUC: 0.7091
MCC: 0.2624
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Dataset: MN_Training.txt
Accuracy: 0.8967
Precision: 0.0513
Recall: 0.3924
F1 Score: 0.0908
AUC: 0.6479
MCC: 0.1120
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Dataset: ZN_Training.txt
Accuracy: 0.8895
Precision: 0.0379
Recall: 0.2672
F1 Score: 0.0664
AUC: 0.5830
MCC: 0.0656
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Dataset: MG_Training.txt
Accuracy: 0.8917
Precision: 0.0400
Recall: 0.3891
F1 Score: 0.0725
AUC: 0.6432
MCC: 0.0966
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Dataset: CA_Training.txt
Accuracy: 0.8679
Precision: 0.0364
Recall: 0.2696
F1 Score: 0.0641
AUC: 0.5739
MCC: 0.0575
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Test:
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Dataset: HEME_Validation.txt
Accuracy: 0.8870
Precision: 0.1404
Recall: 0.1552
F1 Score: 0.1474
AUC: 0.5457
MCC: 0.0872
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Dataset: GTP_Validation.txt
Accuracy: 0.8876
Precision: 0.2089
Recall: 0.5281
F1 Score: 0.2994
AUC: 0.7164
MCC: 0.2827
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Dataset: GDP_Validation.txt
Accuracy: 0.9037
Precision: 0.2527
Recall: 0.5979
F1 Score: 0.3553
AUC: 0.7579
MCC: 0.3466
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Dataset: FE_Validation.txt
Accuracy: 0.9234
Precision: 0.0534
Recall: 0.2917
F1 Score: 0.0902
AUC: 0.6117
MCC: 0.0985
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Dataset: MN_Validation.txt
Accuracy: 0.8874
Precision: 0.0403
Recall: 0.3249
F1 Score: 0.0716
AUC: 0.6099
MCC: 0.0814
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Dataset: AMP_Validation.txt
Accuracy: 0.8841
Precision: 0.1579
Recall: 0.5026
F1 Score: 0.2402
AUC: 0.7005
MCC: 0.2347
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Dataset: DNA_Validation.txt
Accuracy: 0.8998
Precision: 0.1469
Recall: 0.1603
F1 Score: 0.1533
AUC: 0.5522
MCC: 0.1003
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Dataset: ATP_Validation.txt
Accuracy: 0.8946
Precision: 0.1622
Recall: 0.4359
F1 Score: 0.2364
AUC: 0.6741
MCC: 0.2198
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Dataset: ADP_Validation.txt
Accuracy: 0.9076
Precision: 0.1730
Recall: 0.4840
F1 Score: 0.2549
AUC: 0.7029
MCC: 0.2504
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Dataset: ZN_Validation.txt
Accuracy: 0.8951
Precision: 0.0419
Recall: 0.2675
F1 Score: 0.0724
AUC: 0.5862
MCC: 0.0713
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Dataset: CA_Validation.txt
Accuracy: 0.8850
Precision: 0.0352
Recall: 0.2650
F1 Score: 0.0622
AUC: 0.5795
MCC: 0.0609
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Dataset: MG_Validation.txt
Accuracy: 0.8980
Precision: 0.0339
Recall: 0.2805
F1 Score: 0.0605
AUC: 0.5929
MCC: 0.0676
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