From 428480cfa3ffe57cce059ea6b8124a3b5276c5ce Mon Sep 17 00:00:00 2001
From: DesireeWyrzylala <74858504+DesireeWyrzylala@users.noreply.github.com>
Date: Sun, 9 Feb 2025 21:23:32 +0100
Subject: [PATCH] results sub knn

---
 docs/evaluation/Sub_KNN.csv                 | 398 ++++++++++++++++++++
 docs/evaluation/Vergleich der Ergebnisse.md | 146 +++++++
 2 files changed, 544 insertions(+)
 create mode 100644 docs/evaluation/Sub_KNN.csv

diff --git a/docs/evaluation/Sub_KNN.csv b/docs/evaluation/Sub_KNN.csv
new file mode 100644
index 0000000..d474d24
--- /dev/null
+++ b/docs/evaluation/Sub_KNN.csv
@@ -0,0 +1,398 @@
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+"{'n_neighbors': 40, 'method': 'median'}",858_OPPORTUNITY_id_17_HumanActivity_tr_808_1st_908.csv,3.134775161743164,OPPORTUNITY,False,False,0.8338511351327449,0.927372266407639,0.8310293365376775,0.9285004213856388,0.7883299288701187,1.0,0.9999999999999996,0.4895723705968277,0.9963634151250574,0.0,0.0
+"{'n_neighbors': 50, 'method': 'largest'}",859_OPPORTUNITY_id_18_HumanActivity_tr_895_1st_995.csv,3.6350932121276855,OPPORTUNITY,False,False,0.04703816588047444,0.6192211346647538,0.047455253655400154,0.6200449713099766,0.10797198096458319,0.7342833193629505,0.12580943570767794,0.12704095525278095,0.6762761842407159,0.0,0.0
+"{'n_neighbors': 40, 'method': 'median'}",860_OPPORTUNITY_id_19_HumanActivity_tr_808_1st_908.csv,3.638519048690796,OPPORTUNITY,False,False,0.6481857743245824,0.940156191053587,0.6482082337293327,0.9431223004523225,0.7086043990391789,0.9978156400174749,0.8607594936708856,0.31508118779966965,0.8945314175267034,0.0,0.0
+"{'n_neighbors': 50, 'method': 'largest'}",861_OPPORTUNITY_id_20_HumanActivity_tr_2085_1st_2185.csv,7.126978874206543,OPPORTUNITY,False,True,0.07366456799689496,0.7310447964858792,0.07418306997952179,0.734622315365606,0.14561062998846072,0.9222096956031567,0.1556270096463021,0.12035245677921383,0.7114114812286563,0.0,0.0
+"{'n_neighbors': 50, 'method': 'largest'}",862_OPPORTUNITY_id_21_HumanActivity_tr_500_1st_566.csv,5.344474792480469,OPPORTUNITY,False,True,0.6445181022431854,0.8679948092302695,0.6486302603107925,0.8809033058871945,0.734447132752778,0.9923037455105183,0.9017341040462423,0.36730457096075114,0.9694339279551231,0.0,0.0
+"{'n_neighbors': 10, 'method': 'median'}",863_OPPORTUNITY_id_22_HumanActivity_tr_808_1st_908.csv,2.372053861618042,OPPORTUNITY,False,False,0.10648184957183093,0.18233540916900562,0.10709431450954393,0.1886099894575676,0.22394153521082025,0.9612794612794613,0.07874015748031488,0.1300363141600463,0.7018408892456509,0.0,0.0
+"{'n_neighbors': 10, 'method': 'mean'}",864_OPPORTUNITY_id_23_HumanActivity_tr_895_1st_995.csv,3.395336151123047,OPPORTUNITY,False,False,0.10395035270343932,0.7374784937025988,0.10212641000346914,0.7411240589341888,0.18393100900808673,0.9977220956719818,0.5714285714285711,0.2682852807283763,0.8239314627925582,0.01141552511415525,0.16666666666666666
+"{'n_neighbors': 50, 'method': 'largest'}",865_OPPORTUNITY_id_24_HumanActivity_tr_2085_1st_2185.csv,6.85871434211731,OPPORTUNITY,False,True,0.10792515990191809,0.7748423442692856,0.11077694457462751,0.7794311437675536,0.21655088438413808,0.8070175438596491,0.2541436464088396,0.19470128891755425,0.7546534439911279,0.0,0.0
+"{'n_neighbors': 50, 'method': 'largest'}",866_OPPORTUNITY_id_25_HumanActivity_tr_6213_1st_7311.csv,8.774887084960938,OPPORTUNITY,False,False,0.4186493607077957,0.8883831422974803,0.42555824438575524,0.9002535855168297,0.45737567498609627,0.9942987457240593,0.9063444108761324,0.3282087087288693,0.9664375087884906,0.0,0.0
+"{'n_neighbors': 10, 'method': 'mean'}",868_OPPORTUNITY_id_27_HumanActivity_tr_2085_1st_2185.csv,6.4566802978515625,OPPORTUNITY,False,True,0.09041761403774355,0.7226285700298669,0.09138338468167644,0.7271803420867253,0.1718058252369385,0.9369988545246277,0.25354462051709736,0.17327215305159618,0.7709609069267166,0.0,0.0
+"{'n_neighbors': 10, 'method': 'mean'}",869_OPPORTUNITY_id_28_HumanActivity_tr_500_1st_566.csv,6.735405206680298,OPPORTUNITY,False,True,0.5964087073532922,0.6328949997894568,0.5949124302273098,0.6425565613640913,0.6753024672960788,1.0,0.9999999999999996,0.5869056864986024,0.9971019931219192,0.0,0.0
+"{'n_neighbors': 10, 'method': 'median'}",870_OPPORTUNITY_id_29_HumanActivity_tr_1477_1st_1577.csv,4.765298128128052,OPPORTUNITY,False,True,0.21535562942524109,0.781856601782801,0.13931221996057666,0.7081098353881099,0.38922911673515326,0.8669108669108669,0.43828715365239246,0.18032891148530542,0.6925617074575319,0.0,0.0
diff --git a/docs/evaluation/Vergleich der Ergebnisse.md b/docs/evaluation/Vergleich der Ergebnisse.md
index ce21cae..d0230dd 100644
--- a/docs/evaluation/Vergleich der Ergebnisse.md	
+++ b/docs/evaluation/Vergleich der Ergebnisse.md	
@@ -11,6 +11,141 @@
 + Anzahl an Gruppen: 23
 + Anzahl an Zeitserien mit nur Punktanomalien: 55
 + Anzahl an Zeitserien mit nur Sequenzanomalien: 158
+
+## Gesamtbewertung nach AUC-PR
+| Datensatz     | POLY | iForest | PCA | USAD | CNN | OmAn | LSTM     | kShape | kMeans | OCSVM | LOF | KNN |
+| ------------- | ---- | ------- | --- | ---- | --- | ---- | -------- | ------ | ------ | ----- | --- | --- |
+| UCR           |      |         |     |      |     |      |          |        |        |       |     |     |
+| SMD           |      |         |     |      |     |      |          |        |        |       |     |     |
+| YAHOO         |      |         |     |      |     |      |          |        |        |       |     |     |
+| Exathlon      |      |         |     |      |     |      | 0.733875 |        |        |       |     |     |
+| NAB           |      |         |     |      |     |      |          |        |        |       |     |     |
+| OPPORTUNITY   |      |         |     |      |     |      |          |        |        |       |     |     |
+| WSD           |      |         |     |      |     |      |          |        |        |       |     |     |
+| SVDB          |      |         |     |      |     |      |          |        |        |       |     |     |
+| SMAP          |      |         |     |      |     |      |          |        |        |       |     |     |
+| IOPS          |      |         |     |      |     |      | 0.320195 |        |        |       |     |     |
+| TODS          |      |         |     |      |     |      |          |        |        |       |     |     |
+| Stock         |      |         |     |      |     |      |          |        |        |       |     |     |
+| MGAB          |      |         |     |      |     |      |          |        |        |       |     |     |
+| MSL           |      |         |     |      |     |      |          |        |        |       |     |     |
+| NEK           |      |         |     |      |     |      |          |        |        |       |     |     |
+| LTDB          |      |         |     |      |     |      |          |        |        |       |     |     |
+| MITDB         |      |         |     |      |     |      |          |        |        |       |     |     |
+| TAO           |      |         |     |      |     |      |          |        |        |       |     |     |
+| SED           |      |         |     |      |     |      |          |        |        |       |     |     |
+| Daphnet       |      |         |     |      |     |      | 0.132234 |        |        |       |     |     |
+| SWaT          |      |         |     |      |     |      |          |        |        |       |     |     |
+| Power         |      |         |     |      |     |      |          |        |        |       |     |     |
+| CATSv2        |      |         |     |      |     |      | 0.358071 |        |        |       |     |     |
+| **Insgesamt** |      |         |     |      |     |      |          |        |        |       |     |     |
+
+## Gesamtbewertung nach VUS-PR
+| Datensatz     | POLY | iForest | PCA | USAD | CNN | OmAn | LSTM | kShape | kMeans | OCSVM | LOF | KNN |
+| ------------- | ---- | ------- | --- | ---- | --- | ---- | ---- | ------ | ------ | ----- | --- | --- |
+| UCR           |      |         |     |      |     |      |      |        |        |       |     |     |
+| SMD           |      |         |     |      |     |      |      |        |        |       |     |     |
+| YAHOO         |      |         |     |      |     |      |      |        |        |       |     |     |
+| Exathlon      |      |         |     |      |     |      |      |        |        |       |     |     |
+| NAB           |      |         |     |      |     |      |      |        |        |       |     |     |
+| OPPORTUNITY   |      |         |     |      |     |      |      |        |        |       |     |     |
+| WSD           |      |         |     |      |     |      |      |        |        |       |     |     |
+| SVDB          |      |         |     |      |     |      |      |        |        |       |     |     |
+| SMAP          |      |         |     |      |     |      |      |        |        |       |     |     |
+| IOPS          |      |         |     |      |     |      |      |        |        |       |     |     |
+| TODS          |      |         |     |      |     |      |      |        |        |       |     |     |
+| Stock         |      |         |     |      |     |      |      |        |        |       |     |     |
+| MGAB          |      |         |     |      |     |      |      |        |        |       |     |     |
+| MSL           |      |         |     |      |     |      |      |        |        |       |     |     |
+| NEK           |      |         |     |      |     |      |      |        |        |       |     |     |
+| LTDB          |      |         |     |      |     |      |      |        |        |       |     |     |
+| MITDB         |      |         |     |      |     |      |      |        |        |       |     |     |
+| TAO           |      |         |     |      |     |      |      |        |        |       |     |     |
+| SED           |      |         |     |      |     |      |      |        |        |       |     |     |
+| Daphnet       |      |         |     |      |     |      |      |        |        |       |     |     |
+| SWaT          |      |         |     |      |     |      |      |        |        |       |     |     |
+| Power         |      |         |     |      |     |      |      |        |        |       |     |     |
+| CATSv2        |      |         |     |      |     |      |      |        |        |       |     |     |
+| **Insgesamt** |      |         |     |      |     |      |      |        |        |       |     |     |
+
+## Gesamtbewertung der Punktanomalien nach AUC-PR
+| Datensatz     | POLY | iForest | PCA | USAD | CNN | OmAn | LSTM | kShape | kMeans | OCSVM | LOF | KNN |
+| ------------- | ---- | ------- | --- | ---- | --- | ---- | ---- | ------ | ------ | ----- | --- | --- |
+| UCR           |      |         |     |      |     |      |      |        |        |       |     |     |
+| YAHOO         |      |         |     |      |     |      |      |        |        |       |     |     |
+| WSD           |      |         |     |      |     |      |      |        |        |       |     |     |
+| IOPS          |      |         |     |      |     |      |      |        |        |       |     |     |
+| TODS          |      |         |     |      |     |      |      |        |        |       |     |     |
+| Stock         |      |         |     |      |     |      |      |        |        |       |     |     |
+| TAO           |      |         |     |      |     |      |      |        |        |       |     |     |
+| **Insgesamt** |      |         |     |      |     |      |      |        |        |       |     |     |
+
+
+## Gesamtbewertung der Punktanomalien nach VUS-PR
+| Datensatz     | POLY | iForest | PCA | USAD | CNN | OmAn | LSTM | kShape | kMeans | OCSVM | LOF | KNN |
+| ------------- | ---- | ------- | --- | ---- | --- | ---- | ---- | ------ | ------ | ----- | --- | --- |
+| UCR           |      |         |     |      |     |      |      |        |        |       |     |     |
+| YAHOO         |      |         |     |      |     |      |      |        |        |       |     |     |
+| WSD           |      |         |     |      |     |      |      |        |        |       |     |     |
+| IOPS          |      |         |     |      |     |      |      |        |        |       |     |     |
+| TODS          |      |         |     |      |     |      |      |        |        |       |     |     |
+| Stock         |      |         |     |      |     |      |      |        |        |       |     |     |
+| TAO           |      |         |     |      |     |      |      |        |        |       |     |     |
+| **Insgesamt** |      |         |     |      |     |      |      |        |        |       |     |     |
+
+
+## Gesamtbewertung der Sequenzanomalien nach AUC-PR
+
+| Datensatz     | POLY | iForest | PCA | USAD | CNN | OmAn | LSTM | kShape | kMeans | OCSVM | LOF | KNN |
+| ------------- | ---- | ------- | --- | ---- | --- | ---- | ---- | ------ | ------ | ----- | --- | --- |
+| SMD           |      |         |     |      |     |      |      |        |        |       |     |     |
+| YAHOO         |      |         |     |      |     |      |      |        |        |       |     |     |
+| Exathlon      |      |         |     |      |     |      |      |        |        |       |     |     |
+| NAB           |      |         |     |      |     |      |      |        |        |       |     |     |
+| OPPORTUNITY   |      |         |     |      |     |      |      |        |        |       |     |     |
+| WSD           |      |         |     |      |     |      |      |        |        |       |     |     |
+| SVDB          |      |         |     |      |     |      |      |        |        |       |     |     |
+| SMAP          |      |         |     |      |     |      |      |        |        |       |     |     |
+| IOPS          |      |         |     |      |     |      |      |        |        |       |     |     |
+| TODS          |      |         |     |      |     |      |      |        |        |       |     |     |
+| MGAB          |      |         |     |      |     |      |      |        |        |       |     |     |
+| MSL           |      |         |     |      |     |      |      |        |        |       |     |     |
+| NEK           |      |         |     |      |     |      |      |        |        |       |     |     |
+| LTDB          |      |         |     |      |     |      |      |        |        |       |     |     |
+| MITDB         |      |         |     |      |     |      |      |        |        |       |     |     |
+| SED           |      |         |     |      |     |      |      |        |        |       |     |     |
+| Daphnet       |      |         |     |      |     |      |      |        |        |       |     |     |
+| SWaT          |      |         |     |      |     |      |      |        |        |       |     |     |
+| Power         |      |         |     |      |     |      |      |        |        |       |     |     |
+| CATSv2        |      |         |     |      |     |      |      |        |        |       |     |     |
+| **Insgesamt** |      |         |     |      |     |      |      |        |        |       |     |     |
+
+## Gesamtbewertung der Sequenzanomalien nach VUS-PR
+
+| Datensatz     | POLY | iForest | PCA | USAD | CNN | OmAn | LSTM | kShape | kMeans | OCSVM | LOF | KNN |
+| ------------- | ---- | ------- | --- | ---- | --- | ---- | ---- | ------ | ------ | ----- | --- | --- |
+| SMD           |      |         |     |      |     |      |      |        |        |       |     |     |
+| YAHOO         |      |         |     |      |     |      |      |        |        |       |     |     |
+| Exathlon      |      |         |     |      |     |      |      |        |        |       |     |     |
+| NAB           |      |         |     |      |     |      |      |        |        |       |     |     |
+| OPPORTUNITY   |      |         |     |      |     |      |      |        |        |       |     |     |
+| WSD           |      |         |     |      |     |      |      |        |        |       |     |     |
+| SVDB          |      |         |     |      |     |      |      |        |        |       |     |     |
+| SMAP          |      |         |     |      |     |      |      |        |        |       |     |     |
+| IOPS          |      |         |     |      |     |      |      |        |        |       |     |     |
+| TODS          |      |         |     |      |     |      |      |        |        |       |     |     |
+| MGAB          |      |         |     |      |     |      |      |        |        |       |     |     |
+| MSL           |      |         |     |      |     |      |      |        |        |       |     |     |
+| NEK           |      |         |     |      |     |      |      |        |        |       |     |     |
+| LTDB          |      |         |     |      |     |      |      |        |        |       |     |     |
+| MITDB         |      |         |     |      |     |      |      |        |        |       |     |     |
+| SED           |      |         |     |      |     |      |      |        |        |       |     |     |
+| Daphnet       |      |         |     |      |     |      |      |        |        |       |     |     |
+| SWaT          |      |         |     |      |     |      |      |        |        |       |     |     |
+| Power         |      |         |     |      |     |      |      |        |        |       |     |     |
+| CATSv2        |      |         |     |      |     |      |      |        |        |       |     |     |
+| **Insgesamt** |      |         |     |      |     |      |      |        |        |       |     |     |
+
 # POLY:
 + Prozessor: CPU
 	+ Modell: iCore 5 8th
@@ -61,6 +196,7 @@
 	+ Anzahl 
 	+ Taktfrequenz: 
 + Nutzung mehrerer Kerne: Ja?
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall:
@@ -102,6 +238,7 @@
 	+ Anzahl Kerne: 6 
 	+ Taktfrequenz: 3.00 GHz
 + Nutzung mehrerer Kerne: Nein
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall:
@@ -143,6 +280,7 @@
 	+ Modell: NVIDIA GeForce RTX 2060 SUPER
 	+ Anzahl CUDA-Kerne: 2176 
 	+ Taktfrequenz Basistakt: ca. 1470 MHz
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall:
@@ -226,6 +364,7 @@
 	+ Modell: NVIDIA GeForce RTX 2060 SUPER
 	+ Anzahl CUDA-Kerne: 2176 
 	+ Taktfrequenz Basistakt: ca. 1470 MHz
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall: 0.204
@@ -267,6 +406,7 @@
 	+ Modell: NVIDIA GeForce RTX 2060 SUPER
 	+ Anzahl CUDA-Kerne: 2176 
 	+ Taktfrequenz Basistakt: ca. 1470 MHz
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall: 0.174
@@ -308,6 +448,7 @@
 	+ Anzahl Kerne: 
 	+ Taktfrequenz: 
 + Nutzung mehrerer Kerne: Ja?
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall:
@@ -349,6 +490,7 @@
 	+ Anzahl Kerne: 6 
 	+ Taktfrequenz: 3.00 GHz
 + Nutzung mehrerer Kerne: Ja
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall:
@@ -390,6 +532,7 @@
 	+ Anzahl Kerne: 6 
 	+ Taktfrequenz: 3.00 GHz
 + Nutzung mehrerer Kerne: Nein ?
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall:
@@ -431,6 +574,7 @@
 	+ Anzahl Kerne: 
 	+ Taktfrequenz: 
 + Nutzung mehrerer Kerne: Ja?
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall:
@@ -473,6 +617,7 @@
 	+ Anzahl Kerne: 6
 	+ Taktfrequenz: 3.0 GHz
 + Nutzung mehrerer Kerne: Ja
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall:
@@ -516,6 +661,7 @@
 	+ Anzahl Kerne: 6
 	+ Taktfrequenz: 3.00 GHz
 + Nutzung mehrerer Kerne: Ja
+
 **Evaluation:**
 + Durchschnitt Gesamt:
 	+ Recall:
-- 
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