目录
利用某数据集计算机最大信息系数MIC并可视化MIC矩阵热图及其代码实现
利用某数据集计算机最大信息系数MIC并可视化MIC矩阵热图及其代码实现
实现结果
1. 正在执行B盘的数据 2. 0 1 2 3 4 5 6 \ 3. 0 0.993748 0.992363 0.865935 0.158754 0.199621 0.238159 0.859997 4. 1 0.992363 0.998222 0.584723 0.302727 0.307473 0.298183 0.695466 5. 2 0.865935 0.584723 0.999999 0.801459 0.805825 0.793084 0.935439 6. 3 0.158754 0.302727 0.801459 0.999574 0.999574 0.965256 0.963887 7. 4 0.199621 0.307473 0.805825 0.999574 0.999999 0.968664 0.966409 8. 5 0.238159 0.298183 0.793084 0.965256 0.968664 0.999999 0.935723 9. 6 0.859997 0.695466 0.935439 0.963887 0.966409 0.935723 0.999710 10. 7 0.632709 0.484949 0.818616 0.963887 0.966409 0.915654 0.995471 11. 8 0.241095 0.230026 0.545492 0.530788 0.669366 0.473332 0.486489 12. 9 0.368982 0.289529 0.250506 0.138713 0.215880 0.161387 0.137730 13. 10 0.423532 0.331815 0.331008 0.253744 0.262192 0.261714 0.295448 14. 11 0.841959 0.826301 0.772081 0.173843 0.239098 0.253886 0.781008 15. 16. 7 8 9 10 11 17. 0 0.632709 0.241095 0.368982 0.423532 0.841959 18. 1 0.484949 0.230026 0.289529 0.331815 0.826301 19. 2 0.818616 0.545492 0.250506 0.331008 0.772081 20. 3 0.963887 0.530788 0.138713 0.253744 0.173843 21. 4 0.966409 0.669366 0.215880 0.262192 0.239098 22. 5 0.915654 0.473332 0.161387 0.261714 0.253886 23. 6 0.995471 0.486489 0.137730 0.295448 0.781008 24. 7 0.999864 0.473332 0.108656 0.261138 0.573823 25. 8 0.473332 0.995335 0.275280 0.295224 0.190111 26. 9 0.108656 0.275280 0.999993 0.901033 0.408306 27. 10 0.261138 0.295224 0.901033 0.999993 0.374089 28. 11 0.573823 0.190111 0.408306 0.374089 0.999935
实现代码
相关文章：ML之MIC：利用某数据集计算机最大信息系数MIC并可视化MIC矩阵热图及其代码实现
1. 2. from minepy import MINE 3. import seaborn as sns 4. 5. 6. def MIC_matirx_ShowHeatMap(DataFrame): 7. colormap = plt.cm.RdBu 8. ylabels = DataFrame.columns.values.tolist() 9. f, ax = plt.subplots(figsize=(14, 14)) 10. ax.set_title('MIC Matirx HeatMap') 11. sns.heatmap(DataFrame.astype(float), 12. cmap=colormap,ax=ax,annot=True, 13. yticklabels=ylabels,xticklabels=ylabels) 14. plt.show() 15. 16. MIC_matirx_ShowHeatMap(data_MIC_matirx) 17.
