https://app.neptune.ai/yuuk1/tsifter/e/TSIF-187/all - クラスタリングの分割修正 - 原系列 + [[Shape-based distance|SBD]] + maxsum + 距離閾値0.2 - zscoreをとると負の数を含む系列がでてくるので、単にmaxsumするのはよくなさそう - 正確性100%、次元削減率92% | | | tn | fp | fn | tp | reduction_rate | elapsed_time | accuracy | |---------------:|------:|---:|---:|---:|---:|---------------:|-------------:|---------:| | chaos_type | step | | | | | | | | | pod-cpu-hog | step1 | 0 | 0 | 0 | 50 | 0.823917 | 1.1102 | 1.0 | | | step2 | 0 | 0 | 0 | 50 | 0.920032 | 0.1176 | 1.0 | | pod-memory-hog | step1 | 0 | 0 | 0 | 48 | 0.782317 | 1.2199 | 1.0 | | | step2 | 0 | 0 | 0 | 48 | 0.925446 | 0.1227 | 1.0 | | | | tn | fp | fn | tp | reduction_rate | elapsed_time | accuracy | |-------------:|------:|---:|---:|---:|---:|---------------:|-------------:|---------:| | chaos_comp | step | | | | | | | | | carts | step1 | 0 | 0 | 0 | 10 | 0.814013 | 1.2100 | 1.0 | | | step2 | 0 | 0 | 0 | 10 | 0.922771 | 0.1350 | 1.0 | | carts-db | step1 | 0 | 0 | 0 | 10 | 0.796497 | 1.1570 | 1.0 | | | step2 | 0 | 0 | 0 | 10 | 0.919108 | 0.1060 | 1.0 | | catalogue | step1 | 0 | 0 | 0 | 10 | 0.796656 | 1.1370 | 1.0 | | | step2 | 0 | 0 | 0 | 10 | 0.922134 | 0.1120 | 1.0 | | catalogue-db | step1 | 0 | 0 | 0 | 10 | 0.790924 | 1.2530 | 1.0 | | | step2 | 0 | 0 | 0 | 10 | 0.922611 | 0.1180 | 1.0 | | front-end | step1 | 0 | 0 | 0 | 10 | 0.835669 | 1.0400 | 1.0 | | | step2 | 0 | 0 | 0 | 10 | 0.923248 | 0.1090 | 1.0 | | orders | step1 | 0 | 0 | 0 | 10 | 0.798408 | 1.1840 | 1.0 | | | step2 | 0 | 0 | 0 | 10 | 0.926274 | 0.1200 | 1.0 | | orders-db | step1 | 0 | 0 | 0 | 10 | 0.800637 | 1.1350 | 1.0 | | | step2 | 0 | 0 | 0 | 10 | 0.919586 | 0.1230 | 1.0 | | shipping | step1 | 0 | 0 | 0 | 10 | 0.809395 | 1.1180 | 1.0 | | | step2 | 0 | 0 | 0 | 10 | 0.923408 | 0.1180 | 1.0 | | user | step1 | 0 | 0 | 0 | 9 | 0.807006 | 1.2055 | 1.0 | | | step2 | 0 | 0 | 0 | 9 | 0.926433 | 0.1265 | 1.0 | | user-db | step1 | 0 | 0 | 0 | 9 | 0.781967 | 1.2110 | 1.0 | | | step2 | 0 | 0 | 0 | 9 | 0.921815 | 0.1340 | 1.0 |