[{'role': 'system', 'content': "You are an expert in machine learning and your task is to classify the code snippets into categories from the provided list of categories. List of categories: ['helper_functions', 'load_data', 'data_exploration', 'data_preprocessing', 'evaluation', 'modelling', 'prediction', 'result_visualization', 'save_results', 'comment_only']"}, {'role': 'user', 'content': "Identify to which category the provided code belongs and assign the code snippet to at least 1 but up to 5 categories based on the probabilities, ignore if the probability of the category is negligible. Strictly provide your response as a list. Avoid providing any additional information, commentary, or personal opinions.\\nPython Code:plt.figure(15)\nplt.clf()\nplt.grid(True)\nplt.xlim(1049.75,1053)\nplt.ylim(0.3,0.9)\nplt.ylabel('Slope (MHz/ms)')\nplt.xlabel('Start Frequency (MHz)')\nplt.scatter(svc_freq_0,svc_slope_0,c='midnightblue', edgecolors='k',alpha=0.5)\nplt.scatter(svc_freq_1,svc_slope_1,c='palevioletred', edgecolors='k',alpha=0.5)\nplt.scatter(svc_freq_2,svc_power_2,c='gold', edgecolors='k',alpha=0.5)\npatch1 = mpatches.Patch(color='midnightblue', label='Main Carrier Type A',alpha=0.5)\npatch2 = mpatches.Patch(color='palevioletred', label='Main Carrier Type B',alpha=0.5)\nplt.legend(handles=[patch1,patch2],loc='upper left')\nplt.title('SVM: Main Carrier Region - 31.9 keV')\nif flag_save_fig:\nplt.savefig('/home/les67/Les67P8Analysis/PhaseI/power_slope_identification/multiclass/final_classification_FIGS/SVC_maincarrier_slope_31.png', dpi=300, bbox_inches='tight')\npylab.rcParams['figure.figsize'] = (10, 6)\nplt.show()\nplt.figure(16)\nplt.clf()\nplt.grid(True)\nplt.xlim(1040.25,1043.5)\nplt.ylim(0.25,0.75)\nplt.ylabel('Slope (MHz/ms)')\nplt.xlabel('Start Frequency (MHz)')\nplt.scatter(svc_freq_0,svc_slope_0,c='midnightblue', edgecolors='k',alpha=0.5)\nplt.scatter(svc_freq_1,svc_slope_1,c='palevioletred', edgecolors='k',alpha=0.5)\nplt.scatter(svc_freq_2,svc_power_2,c='gold', edgecolors='k',alpha=0.5)\npatch1 = mpatches.Patch(color='midnightblue', label='Main Carrier Type A',alpha=0.5)\npatch2 = mpatches.Patch(color='palevioletred', label='Main Carrier Type B',alpha=0.5)\nplt.legend(handles=[patch1,patch2],loc='upper left')\nplt.title('SVM: Main Carrier Region - 32.14 keV')\nif flag_save_fig:\nplt.savefig('/home/les67/Les67P8Analysis/PhaseI/power_slope_identification/multiclass/final_classification_FIGS/SVC_maincarrier_slope_32.png', dpi=300, bbox_inches='tight')\npylab.rcParams['figure.figsize'] = (10, 6)\nplt.show()"}, {'role': 'assistant', 'content': "['result_visualization']"}]