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1
Optimal parameters of each model:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/dataset/Optimal_parameters_of_each_model_/21783497. , 2022
https://figshare.com/articles/dataset/Optimal_parameters_of_each_model_/21783497. , 2022
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2
Correlation between features:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/figure/Correlation_between_features_/21783473. , 2022
https://figshare.com/articles/figure/Correlation_between_features_/21783473. , 2022
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3
Relative error-index over the test phase sample for predict..:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/figure/Relative_error-index_over_the_test_phase_sample_for_predicted_values_utilizing_machine_learning_models_/21783482. , 2022
https://figshare.com/articles/figure/Relative_error-index_over_the_test_phase_sample_for_predicted_values_utilizing_machine_learning_models_/21783482. , 2022
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4
Overall statistical description of data:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/dataset/Overall_statistical_description_of_data_/21783494. , 2022
https://figshare.com/articles/dataset/Overall_statistical_description_of_data_/21783494. , 2022
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5
Model fitting diagram:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/figure/Model_fitting_diagram_/21783476. , 2022
https://figshare.com/articles/figure/Model_fitting_diagram_/21783476. , 2022
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6
Actual and predicted compressive strength and error rate of..:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/dataset/Actual_and_predicted_compressive_strength_and_error_rate_of_each_proportioned_concrete_test_block_/21783503. , 2022
https://figshare.com/articles/dataset/Actual_and_predicted_compressive_strength_and_error_rate_of_each_proportioned_concrete_test_block_/21783503. , 2022
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7
Experimental data:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/dataset/Experimental_data_/21783491. , 2022
https://figshare.com/articles/dataset/Experimental_data_/21783491. , 2022
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8
Characteristic numerical distribution:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/figure/Characteristic_numerical_distribution_/21783470. , 2022
https://figshare.com/articles/figure/Characteristic_numerical_distribution_/21783470. , 2022
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9
Taylor diagram presentation for the predicted values of com..:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/figure/Taylor_diagram_presentation_for_the_predicted_values_of_compressive_strength_utilizing_machine_learning_model_/21783485. , 2022
https://figshare.com/articles/figure/Taylor_diagram_presentation_for_the_predicted_values_of_compressive_strength_utilizing_machine_learning_model_/21783485. , 2022
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10
Model training and experimental verification process:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/figure/Model_training_and_experimental_verification_process_/21783464. , 2022
https://figshare.com/articles/figure/Model_training_and_experimental_verification_process_/21783464. , 2022
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11
Performance index of each model:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/dataset/Performance_index_of_each_model_/21783500. , 2022
https://figshare.com/articles/dataset/Performance_index_of_each_model_/21783500. , 2022
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12
Scatter plots demonstration between actual compressive stre..:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/figure/Scatter_plots_demonstration_between_actual_compressive_strength_and_predicted_values_obtained_from_machine_learning_models_/21783479. , 2022
https://figshare.com/articles/figure/Scatter_plots_demonstration_between_actual_compressive_strength_and_predicted_values_obtained_from_machine_learning_models_/21783479. , 2022
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13
Fig 8 -:
Meng Wang (124646) ; Jiaxu Kang (14304962) ; Weiwei Liu (341566)..
https://figshare.com/articles/figure/Fig_8_-/21783488. , 2022
https://figshare.com/articles/figure/Fig_8_-/21783488. , 2022