- [[K-S検定]]を試した。 - accuracyが低い。 - 単一スパイクをとらえられていない。 https://app.neptune.ai/yuuk1/tsifter/e/TSIF-249/all | | | tp | fn | accuracy | num_series | reduction_rate_mean | reduction_rate_max | reduction_rate_min | elapsed_time | elapsed_time_max | elapsed_time_min | |---------------:|------:|---:|---:|---------:|-----------:|--------------------:|-------------------:|-------------------:|-------------:|-----------------:|-----------------:| | chaos_type | step | | | | | | | | | | | | pod-cpu-hog | step1 | 45 | 5 | 0.900000 | 243/1788 | 0.863602 | 0.909396 | 0.819351 | 0.571600 | 0.84 | 0.44 | | | step2 | 45 | 5 | 0.900000 | 124/1788 | 0.930425 | 0.951342 | 0.911074 | 0.200200 | 0.27 | 0.16 | | pod-memory-hog | step1 | 26 | 22 | 0.541667 | 339/1788 | 0.809902 | 0.902685 | 0.755034 | 0.598333 | 0.93 | 0.43 | | | step2 | 26 | 22 | 0.541667 | 165/1788 | 0.907334 | 0.946309 | 0.869687 | 0.245833 | 0.38 | 0.16 | | | | tp | fn | accuracy | num_series | reduction_rate_mean | reduction_rate_max | reduction_rate_min | elapsed_time | elapsed_time_max | elapsed_time_min | |-------------:|------:|---:|---:|---------:|-----------:|--------------------:|-------------------:|-------------------:|-------------:|-----------------:|-----------------:| | chaos_comp | step | | | | | | | | | | | | carts | step1 | 10 | 0 | 1.000000 | 291/1788 | 0.836969 | 0.899888 | 0.799776 | 0.567000 | 0.82 | 0.46 | | | step2 | 10 | 0 | 1.000000 | 146/1788 | 0.918121 | 0.946309 | 0.901007 | 0.205000 | 0.24 | 0.16 | | carts-db | step1 | 9 | 1 | 0.900000 | 284/1788 | 0.840940 | 0.900447 | 0.791946 | 0.506000 | 0.55 | 0.47 | | | step2 | 9 | 1 | 0.900000 | 139/1788 | 0.922092 | 0.946309 | 0.903803 | 0.210000 | 0.27 | 0.16 | | catalogue | step1 | 6 | 4 | 0.600000 | 289/1788 | 0.837919 | 0.895414 | 0.792506 | 0.604000 | 0.82 | 0.46 | | | step2 | 6 | 4 | 0.600000 | 144/1788 | 0.919239 | 0.945190 | 0.892617 | 0.221000 | 0.27 | 0.18 | | catalogue-db | step1 | 7 | 3 | 0.700000 | 316/1788 | 0.822819 | 0.869687 | 0.777964 | 0.661000 | 0.93 | 0.49 | | | step2 | 7 | 3 | 0.700000 | 151/1788 | 0.915268 | 0.935123 | 0.893736 | 0.232000 | 0.29 | 0.18 | | front-end | step1 | 2 | 8 | 0.200000 | 238/1788 | 0.866667 | 0.909396 | 0.810403 | 0.547000 | 0.82 | 0.43 | | | step2 | 2 | 8 | 0.200000 | 120/1788 | 0.932550 | 0.951342 | 0.903244 | 0.190000 | 0.23 | 0.16 | | orders | step1 | 9 | 1 | 0.900000 | 348/1788 | 0.804922 | 0.835570 | 0.777405 | 0.602000 | 0.83 | 0.47 | | | step2 | 9 | 1 | 0.900000 | 171/1788 | 0.904306 | 0.922260 | 0.888702 | 0.257000 | 0.31 | 0.21 | | orders-db | step1 | 8 | 2 | 0.800000 | 293/1788 | 0.835850 | 0.902125 | 0.772371 | 0.571000 | 0.81 | 0.48 | | | step2 | 8 | 2 | 0.800000 | 143/1788 | 0.919966 | 0.947987 | 0.895414 | 0.234000 | 0.31 | 0.17 | | shipping | step1 | 7 | 3 | 0.700000 | 260/1788 | 0.854139 | 0.908277 | 0.795861 | 0.580000 | 0.84 | 0.44 | | | step2 | 7 | 3 | 0.700000 | 134/1788 | 0.924832 | 0.950783 | 0.896532 | 0.213000 | 0.26 | 0.16 | | user | step1 | 7 | 2 | 0.777778 | 296/1788 | 0.834079 | 0.901007 | 0.773490 | 0.572222 | 0.82 | 0.47 | | | step2 | 7 | 2 | 0.777778 | 148/1788 | 0.916791 | 0.946309 | 0.884787 | 0.223333 | 0.30 | 0.17 | | user-db | step1 | 6 | 3 | 0.666667 | 288/1788 | 0.838491 | 0.897651 | 0.755034 | 0.641111 | 0.81 | 0.48 | | | step2 | 6 | 3 | 0.666667 | 147/1788 | 0.917599 | 0.942953 | 0.869687 | 0.242222 | 0.38 | 0.19 |