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1
The architecture of the proposed feedforward DeepHiFam mode:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/figure/The_architecture_of_the_proposed_feedforward_DeepHiFam_model_/16838910. , 2021
https://figshare.com/articles/figure/The_architecture_of_the_proposed_feedforward_DeepHiFam_model_/16838910. , 2021
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2
Prediction accuracy (%) comparisons of GPCR dataset:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/figure/Prediction_accuracy_comparisons_of_GPCR_dataset_/16838922. , 2021
https://figshare.com/articles/figure/Prediction_accuracy_comparisons_of_GPCR_dataset_/16838922. , 2021
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3
Parameter comparison with ProtCNN and bi-directional LSTM:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/dataset/Parameter_comparison_with_ProtCNN_and_bi-directional_LSTM_/16838937. , 2021
https://figshare.com/articles/dataset/Parameter_comparison_with_ProtCNN_and_bi-directional_LSTM_/16838937. , 2021
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4
The architecture of a block of the feature extraction secti..:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/figure/The_architecture_of_a_block_of_the_feature_extraction_section_of_the_proposed_DeepHiFam_/16838913. , 2021
https://figshare.com/articles/figure/The_architecture_of_a_block_of_the_feature_extraction_section_of_the_proposed_DeepHiFam_/16838913. , 2021
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5
A sequence as a matrix:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/figure/A_sequence_as_a_matrix_/16838907. , 2021
https://figshare.com/articles/figure/A_sequence_as_a_matrix_/16838907. , 2021
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6
Training and validation accuracies without overfitting:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/figure/Training_and_validation_accuracies_without_overfitting_/16838919. , 2021
https://figshare.com/articles/figure/Training_and_validation_accuracies_without_overfitting_/16838919. , 2021
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7
The prediction accuracy (%) comparison of COG A, B and C da..:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/dataset/The_prediction_accuracy_comparison_of_COG_A_B_and_C_datasets_/16838934. , 2021
https://figshare.com/articles/dataset/The_prediction_accuracy_comparison_of_COG_A_B_and_C_datasets_/16838934. , 2021
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8
Parameter comparison with ProtCNN and bi-directional LSTM:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/dataset/Parameter_comparison_with_ProtCNN_and_bi-directional_LSTM_/16838940. , 2021
https://figshare.com/articles/dataset/Parameter_comparison_with_ProtCNN_and_bi-directional_LSTM_/16838940. , 2021
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9
Hyper-parameters of DeepHiFam:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/dataset/Hyper-parameters_of_DeepHiFam_/16838928. , 2021
https://figshare.com/articles/dataset/Hyper-parameters_of_DeepHiFam_/16838928. , 2021
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10
3-fold cross-validation results of COG A, B, and C dataset ..:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/dataset/3-fold_cross-validation_results_of_COG_A_B_and_C_dataset_see_Table_1_/16838931. , 2021
https://figshare.com/articles/dataset/3-fold_cross-validation_results_of_COG_A_B_and_C_dataset_see_Table_1_/16838931. , 2021
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11
Details of datasets:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/dataset/Details_of_datasets_/16838925. , 2021
https://figshare.com/articles/dataset/Details_of_datasets_/16838925. , 2021
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12
Loss value graph of validation and train at the 1st iterati..:
Pahalage Dhanushka Sandaruwan (11586951) ; Champi Thusangi Wannige (11586954)
https://figshare.com/articles/figure/Loss_value_graph_of_validation_and_train_at_the_1st_iteration_of_the_of_COG-A_dataset_/16838916. , 2021
https://figshare.com/articles/figure/Loss_value_graph_of_validation_and_train_at_the_1st_iteration_of_the_of_COG-A_dataset_/16838916. , 2021