config.json

{
  "dataset":
  {
    "base_dir": {
      "real": {
        "value": "dataset\\"
      },
      "simulated": {
        "value": "simulated_dataset\\"
      }

    },
    "result_dir": {
      "value": "time_freq_classification_output\\"
    },
    "test_dir": {
      "value": "test"
    },
    "train_dir": {
      "value": "train"
    },
    "signal_type":{
      "value": ["real", "simulated"]
    },
    "muscle_location":{
      "value": "Biceps Brachii"
    },
    "patient_directories": {
      "value": ["als", "neuropathy"]
    },
    "uniform_dataset_size": {
      "value": 50
    },
    "input_size_increase_range":{
      "value": 10
    }
  },

  "particle_swarm_optimization": {
    "max_iterations": {
      "value": 100
    },
    "swarm_size": {
      "value": 50
    },
    "inertia_coefficient": {
      "value": 1
    },
    "inertia_damp": {
      "value": 0.99
    },
    "personal_coefficient": {
      "value": 2
    },
    "global_coefficient": {
      "value": 2
    },
    "kappa": {
      "value": 1
    },
    "phi_one": {
      "value": 2.05
    },
    "phi_two": {
      "value": 2.05
    }
  },

  "pso_svm_classification":
  {
    "preprocessing":{

      "cropping": {
        "cropped_data_duration": 5000
      },
      "filtering": {
        "cut_off_high": {
          "value": 10000
        },
        "cut_off_low": {
          "value": 5
        },
        "filter_order":{
          "value": 2
        }
      },
      "dwt": {
        "wavelet":{
          "value": "db4"
        },
        "level": {
          "value": 5
        }
      }

    }

  },

  "time_freq_classification": {

    "preprocessing": {

      "segmentation": {

        "total_frames": {
          "value": 64
        },
        "samples_per_frame": {
          "value": 4096
        }

      },
      "cropping": {
        "crop_start_frame": {
          "value": 30
        },
        "crop_length": {
          "value": 25
        }
      },
      "filtering": {
        "pass_type": {
          "value": "lowpass"
        },
        "pass_range": {
          "value": [1500]
        }
      }

    },
    "feature_extraction": {
      "avg_amplitude_table_fields": {
        "value": ["SL No.", "Subject Type", "Maximum Amplitude",
                                       "Minimum Amplitude", "Average Amplitude",
                                       "Maximum Frequency", "Minimum Frequency",
                                       "Average Frequency"]
      },
      "spectral_peak_output_file": {
        "value": "pso_knn_spectral_peaks_table.html"
      }
    },
    "classification": {
      "input_feature_labels": {
        "value": ["Average Spectral Amplitude", "Mean Frequency", "Zero Lag", "Zero Crossing rate"]
      },
      "input_feature_file": {
        "value": "features_"
      },
      "input_label_file": {
        "value": "label_"
      },
      "label_map_file": {
        "value": "label_map_"
      },
      "nearest_neighbor": {
        "n_neighbors": {
          "value": [1, 5]
        }
      }
    },
    "performance": {
      "test": {
        "performance_graph_file":{
          "value": "average_performance_graph_test"
        },
        "performance_result_table_fields": {
          "value": ["SL No.", "Feature", "Avg. Test Acc.", "Avg. Test Specificity",
                                       "Avg. Test Sensitivity"]
        }
      },
      "validation": {
        "performance_graph_file":{
          "value": "average_performance_graph_validation"
        },
        "performance_result_table_fields": {
          "value": ["SL No.", "Feature", "Avg. Validation Acc.", "Avg. Validation Specificity",
                                       "Avg. Validation Sensitivity"]
        }
      }
    }
  },
  "misc": {
      "scale_classification_input": {
        "value": "False"
      },
      "data_filename": {
        "value": "data.npy"
      },
      "header_filename": {
        "value": "data.hea"
      },
      "total_als_visualize": {
        "value": 3
      },
      "total_healthy_visualize": {
        "value": 3
      },
      "total_random_frames_visualize": {
        "value": 5
      },
      "save_created_feature_table": {
        "value": "True"
      },
      "als_plot_label": {
        "value": "Neuropathy(Amyotrophic Lateral Sclerosis)"
      },
      "healthy_plot_label": {
        "value": "Healthy Subject"
      },
      "plot": {
        "data_acquisition": {
          "value": "False"
        },
        "data_preprocessing": {
          "value": "False"
        },
        "feature_classification": {
          "value": "True"
        },
        "classifier_performance": {
          "value": "True"
        }
      }
    }
}