mp_classification:海洋微塑料分类项目存储库

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  • 2022-05-21 03:13
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mp_classification 海洋微塑料分类项目的存储库。
mp_classification-master.zip
  • mp_classification-master
  • results
  • pca_over_gs_log_loss.png
    19.7KB
  • log_loss_table.csv
    708B
  • NN_accuracy.png
    566.3KB
  • over_gs.csv
    67.6KB
  • gs_log_loss.png
    39.2KB
  • final_test_total_score.csv
    62B
  • histogram_cross_entropy.png
    46.6KB
  • SVC_linear_0.002_qqplot.png
    14.8KB
  • pca_gs_log_loss.png
    20KB
  • SVC_rbf_cross_entropy.png
    693.4KB
  • RF_cross_entropy.png
    656.3KB
  • noscaler_over_gs.csv
    21KB
  • SVC_rbf_accuracy.png
    664.9KB
  • neural_pca_over_gs.csv
    104.4KB
  • minmax_pca_over_gs.csv
    20.9KB
  • log_loss.png
    34.8KB
  • final_model_mhv_all_data_detailed_score.png
    45.8KB
  • pca_over_ns.csv
    80.9KB
  • SVC_linear_accuracy.png
    762.2KB
  • pca_over_gs.csv
    67KB
  • SVC_linear_0.002_final_table.png
    38.6KB
  • final_model_mhv_all_data_total_score.csv
    62B
  • SVC_linear_0.002_cross_prediction.png
    77.1KB
  • noscaler_pca_over_gs.csv
    21KB
  • SVC_linear_0.002_probability.png
    97.6KB
  • gs.csv
    67.1KB
  • final_test_detailed_score.csv
    820B
  • teste.png
    57KB
  • SVC_linear_cross_entropy.png
    832.5KB
  • final_test_detailed_score.png
    44.5KB
  • SVC_linear_0.002_detailed_score.csv
    586B
  • over_gs_log_loss.png
    20.2KB
  • RF_accuracy.png
    592.5KB
  • pca_gs.csv
    67KB
  • SVC_linear_0.002_detailed_score.png
    50.8KB
  • grid_search.csv
    67.6KB
  • final_model_mhv_all_data_detailed_score.csv
    687.4KB
  • NN_cross_entropy.png
    588.1KB
  • __pycache__
  • utils.cpython-38.pyc
    3.3KB
  • data
  • enconder.sav
    573B
  • X_train.csv
    17.5MB
  • X_test.csv
    4.4MB
  • y_test.csv
    455B
  • D4_4_publication.csv
    19.5MB
  • y_train.csv
    1.8KB
  • mccv_data
  • RF_500
  • detailed_score.csv
    11.1MB
  • probability.csv
    55.6MB
  • cross_matrix.csv
    6.5MB
  • total_score.csv
    1MB
  • SVC_rbf_1.0
  • detailed_score.csv
    10.9MB
  • probability.csv
    66.5MB
  • cross_matrix.csv
    6.5MB
  • total_score.csv
    1.2MB
  • SVC_linear_0.0025
  • detailed_score.csv
    10.9MB
  • probability.csv
    66.7MB
  • cross_matrix.csv
    6.5MB
  • total_score.csv
    1.2MB
  • RF_100
  • detailed_score.csv
    11.2MB
  • probability.csv
    49.2MB
  • cross_matrix.csv
    6.5MB
  • total_score.csv
    1MB
  • SVC_linear_0.002
  • detailed_score.csv
    10.9MB
  • probability.csv
    66.6MB
  • cross_matrix.csv
    6.5MB
  • total_score.csv
    1.2MB
  • SVC_linear_0.001
  • detailed_score.csv
    10.9MB
  • probability.csv
    66.6MB
  • cross_matrix.csv
    6.5MB
  • total_score.csv
    1.2MB
  • SVC_rbf_1.44
  • detailed_score.csv
    10.9MB
  • probability.csv
    66.6MB
  • cross_matrix.csv
    6.5MB
  • total_score.csv
    1.3MB
  • NN_tanh_2_150_0.1_0.01
  • detailed_score.csv
    10.8MB
  • probability.csv
    68.4MB
  • cross_matrix.csv
    6.5MB
  • total_score.csv
    1.3MB
  • SVC_linear_0.0015
  • detailed_score.csv
    10.9MB
  • probability.csv
    66.7MB
  • cross_matrix.csv
    6.5MB
  • total_score.csv
    1.2MB
  • SVC_rbf_1.25
  • detailed_score.csv
    10.9MB
  • probability.csv
    66.6MB
  • cross_matrix.csv
    6.5MB
  • total_score.csv
    1.3MB
内容介绍
# mp_classification Repository for the ocean microplastic classification project.
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