{
  "TestName": "cli",
  "DateTime": "2017-05-19T17:10:04.8932993+02:00",
  "DateTimeString": "2017-05-19-05-10-04-odp.",
  "Labels": null,
  "MinFlows": 30,
  "FeatureSelectionTreshold": 2.0,
  "CrossValidationFolds": 2,
  "TrainingToVerificationRation": 0.7
}

PS D:\AppIdentCli> .\AppIdentCli.exe -e -m 10 -r 0.7 -n  -d ..\test_appIdentDataSource.bin
19.5.2017 17:09:51 Loading: ..\test_appIdentDataSource.bin
19.5.2017 17:09:52 Repartitioning ratio 0,7 with min flows 10
19.5.2017 17:09:52 Running feature elimination with trashold 2.
19.5.2017 17:09:52 Running classification
19.5.2017 17:09:52 Classification results:
443_tcp_https-firefoxexe
TP:8, FP:0, FN:0
FPs:
FNs:
Precision: 1
Recall: 1
F-Measure: 1


53_udp_dns-
TP:7, FP:0, FN:0
FPs:
FNs:
Precision: 1
Recall: 1
F-Measure: 1


80_tcp_http-firefoxexe
TP:6, FP:0, FN:0
FPs:
FNs:
Precision: 1
Recall: 1
F-Measure: 1



PS D:\AppIdentCli> .\AppIdentCli.exe -e -m 30 -r 0.7 -n -d ..\all_appIdentDataSource.bin
19.5.2017 17:10:04 Loading: ..\all_appIdentDataSource.bin
19.5.2017 17:12:57 Repartitioning ratio 0,7 with min flows 30
19.5.2017 17:12:57 Running feature elimination with trashold 2.
19.5.2017 17:14:21 Running classification
19.5.2017 21:17:35 Classification results:
5355_udp-
TP:13191, FP:68, FN:130
FPs: 5351_udp-: 68,
FNs: 5004_udp-: 130,
Precision: 0,994871408100158
Recall: 0,990240972899932
F-Measure: 0,99255079006772


53_udp_dns-
TP:12837, FP:1831, FN:511
FPs: 11888_udp-: 2, 137_udp-: 8, 138_udp-: 11, 27017_udp-: 151, 27018_udp-: 159, 27019_udp-: 901, 27020_udp-: 116, 2702
_udp-: 47, 40003_udp-: 6, 40018_udp-: 4, 40020_udp-: 2, 40024_udp-: 2, 40027_udp-: 4, 40028_udp-: 1, 40029_udp-: 4, 400
0_udp-: 1, 43265_udp-: 30, 443_udp_https-: 63, 47993_udp-: 12, 49001_udp-: 8, 5004_udp-: 1, 50321_udp-: 12, 51413_udp-:
117, 51654_udp-: 1, 5351_udp-: 2, 6881_udp-: 105, 6882_udp-: 5, 6889_udp-: 45, 8621_udp-: 2, 8999_udp-: 9,
FNs: 40024_udp-: 406, 5005_udp-: 38, 40029_udp-: 3, 443_udp_https-: 11, 6881_udp-: 2, 51654_udp-: 11, 40003_udp-: 24, 4
028_udp-: 14, 5004_udp-: 2,
Precision: 0,875170439050995
Recall: 0,961717111177705
F-Measure: 0,916404911479155


443_tcp_https-firefoxexe
TP:4313, FP:9153, FN:1980
FPs: 443_tcp_https-: 1322, 443_tcp_https-chromeexe: 1829, 443_tcp_https-spotifyexe: 962, 443_tcp_https-steamexe: 15, 44
_tcp_https-steamwebhelperexe: 15, 443_tcp_https-system: 5006, 443_tcp_https-thunderbirdexe: 3, 995_tcp-thunderbirdexe:
,
FNs: 443_tcp_https-: 1970, 80_tcp_http-: 5, 443_tcp_https-chromeexe: 5,
Precision: 0,320288133075895
Recall: 0,685364690926426
F-Measure: 0,436560554683941


80_tcp_http-
TP:3411, FP:1868, FN:899
FPs: 2869_tcp-: 94, 2869_tcp-system: 106, 3128_tcp-: 50, 3128_tcp-chromeexe: 26, 3128_tcp-spotifyexe: 1, 3128_tcp-steam
ebhelperexe: 37, 3128_tcp-system: 27, 443_tcp_https-: 25, 443_tcp_https-firefoxexe: 5, 443_tcp_https-chromeexe: 1, 443_
cp_https-iexploreexe: 6, 443_tcp_https-itunesexe: 167, 443_tcp_https-skypebrowserhostexe: 2, 443_tcp_https-skypeexe: 1,
443_tcp_https-spotifyexe: 1, 443_tcp_https-svchostexe: 7, 443_tcp_https-system: 1, 45776_tcp-utorrentexe: 1, 5223_tcp_j
bberssl-apsdaemonexe: 1, 6969_tcp-utorrentexe: 17, 80_tcp_http-avgmfapxexe: 6, 80_tcp_http-firefoxexe: 296, 80_tcp_http
iexploreexe: 458, 80_tcp_http-itunesexe: 58, 80_tcp_http-onedriveexe: 22, 80_tcp_http-spotifyexe: 22, 80_tcp_http-steam
xe: 16, 80_tcp_http-system: 25, 80_tcp_http-teamviewer_serviceexe: 21, 80_tcp_http-utorrentexe: 328, 80_tcp_http-utorre
tieexe: 40,
FNs: 80_tcp_http-iexploreexe: 511, 80_tcp_http-steamexe: 52, 80_tcp_http-spotifyexe: 271, 80_tcp_http-utorrentieexe: 53
 57621_udp-: 1, 80_tcp_http-firefoxexe: 5, 5938_tcp-teamviewer_serviceexe: 1, 443_tcp_https-: 1, 80_tcp_http-onedriveex
: 4,
Precision: 0,64614510323925
Recall: 0,791415313225058
F-Measure: 0,711440191886537


443_tcp_https-
TP:2692, FP:13010, FN:2132
FPs: 4070_tcp-spotifyexe: 6, 443_tcp_https-firefoxexe: 1970, 443_tcp_https-googledrivesyncexe: 9, 443_tcp_https-chromee
e: 1764, 443_tcp_https-iexploreexe: 2340, 443_tcp_https-itunesexe: 1232, 443_tcp_https-mshtaexe: 4, 443_tcp_https-msmpe
gexe: 19, 443_tcp_https-onedriveexe: 322, 443_tcp_https-skypebrowserhostexe: 192, 443_tcp_https-skypeexe: 1047, 443_tcp
https-spotifyexe: 831, 443_tcp_https-steamexe: 6, 443_tcp_https-steamwebhelperexe: 8, 443_tcp_https-svchostexe: 173, 44
_tcp_https-system: 2903, 443_tcp_https-thunderbirdexe: 9, 443_tcp_https-utorrentexe: 73, 45776_tcp-utorrentexe: 1, 465_
cp-thunderbirdexe: 27, 5223_tcp_jabberssl-apsdaemonexe: 5, 5938_tcp-: 1, 80_tcp_http-: 1, 80_tcp_http-firefoxexe: 1, 80
tcp_http-iexploreexe: 2, 80_tcp_http-spotifyexe: 2, 80_tcp_http-utorrentexe: 2, 995_tcp-thunderbirdexe: 60,
FNs: 443_tcp_https-firefoxexe: 1322, 443_tcp_https-onedriveexe: 145, 443_tcp_https-iexploreexe: 80, 443_tcp_https-skype
xe: 62, 443_tcp_https-itunesexe: 471, 5938_tcp-teamviewer_serviceexe: 1, 443_tcp_https-system: 16, 80_tcp_http-: 25, 51
54_udp-: 1, 27018_udp-: 2, 443_tcp_https-chromeexe: 7,
Precision: 0,171443128263915
Recall: 0,55804311774461
F-Measure: 0,262301471304687


443_tcp_https-itunesexe
TP:1845, FP:472, FN:1403
FPs: 443_tcp_https-: 471, 443_tcp_https-spotifyexe: 1,
FNs: 443_tcp_https-: 1232, 80_tcp_http-: 167, 51654_udp-: 4,
Precision: 0,796288303841174
Recall: 0,568041871921182
F-Measure: 0,663072776280323


80_tcp_http-spotifyexe
TP:1799, FP:434, FN:29
FPs: 3128_tcp-steamwebhelperexe: 1, 80_tcp_http-: 271, 80_tcp_http-firefoxexe: 35, 80_tcp_http-iexploreexe: 52, 80_tcp_
ttp-itunesexe: 10, 80_tcp_http-steamexe: 44, 80_tcp_http-utorrentexe: 17, 80_tcp_http-utorrentieexe: 4,
FNs: 443_tcp_https-: 2, 80_tcp_http-: 22, 80_tcp_http-utorrentieexe: 2, 80_tcp_http-steamexe: 2, 80_tcp_http-firefoxexe
 1,
Precision: 0,80564263322884
Recall: 0,984135667396061
F-Measure: 0,885988672740704


443_tcp_https-system
TP:1290, FP:777, FN:8293
FPs: 443_tcp_https-: 16, 443_tcp_https-googledrivesyncexe: 1, 443_tcp_https-chromeexe: 5, 443_tcp_https-iexploreexe: 67
, 443_tcp_https-onedriveexe: 17, 443_tcp_https-skypebrowserhostexe: 3, 443_tcp_https-skypeexe: 16, 443_tcp_https-spotif
exe: 40,
FNs: 443_tcp_https-: 2903, 443_tcp_https-firefoxexe: 5006, 443_tcp_https-skypeexe: 382, 80_tcp_http-: 1, 443_tcp_https-
hromeexe: 1,
Precision: 0,624092888243832
Recall: 0,134613377856621
F-Measure: 0,221459227467811


443_tcp_https-skypeexe
TP:605, FP:717, FN:1078
FPs: 443_tcp_https-: 62, 443_tcp_https-iexploreexe: 237, 443_tcp_https-skypebrowserhostexe: 36, 443_tcp_https-system: 3
2,
FNs: 443_tcp_https-: 1047, 443_tcp_https-system: 16, 443_tcp_https-chromeexe: 13, 51654_udp-: 1, 80_tcp_http-: 1,
Precision: 0,457639939485628
Recall: 0,359477124183007
F-Measure: 0,402662229617305


443_udp_https-
TP:498, FP:58, FN:66
FPs: 11000_udp-: 1, 27017_udp-: 2, 27018_udp-: 1, 27021_udp-: 1, 40003_udp-: 5, 40020_udp-: 1, 43265_udp-: 21, 47993_ud
-: 12, 51654_udp-: 1, 53_udp_dns-: 11, 6881_udp-: 2,
FNs: 53_udp_dns-: 63, 57621_udp-: 1, 3702_udp-: 1, 40028_udp-: 1,
Precision: 0,89568345323741
Recall: 0,882978723404255
F-Measure: 0,889285714285714


51654_udp-
TP:441, FP:215, FN:15
FPs: 1900_udp-: 61, 27017_udp-: 9, 27018_udp-: 7, 27019_udp-: 2, 27020_udp-: 5, 27021_udp-: 1, 40027_udp-: 1, 43265_udp
: 4, 443_tcp_https-: 1, 443_tcp_https-chromeexe: 1, 443_tcp_https-itunesexe: 4, 443_tcp_https-skypeexe: 1, 465_tcp-thun
erbirdexe: 1, 47993_udp-: 3, 5223_tcp_jabberssl-apsdaemonexe: 4, 53_udp_dns-: 11, 5938_tcp-: 1, 67_udp_dhcpc-: 12, 67_u
p_dhcps-: 84, 6881_udp-: 1, 6892_udp-: 1,
FNs: 5005_udp-: 1, 40028_udp-: 1, 40029_udp-: 9, 49001_udp-: 1, 53_udp_dns-: 1, 43265_udp-: 1, 443_udp_https-: 1,
Precision: 0,672256097560976
Recall: 0,967105263157895
F-Measure: 0,793165467625899


443_tcp_https-onedriveexe
TP:161, FP:165, FN:339
FPs: 443_tcp_https-: 145, 443_tcp_https-spotifyexe: 20,
FNs: 443_tcp_https-: 322, 443_tcp_https-system: 17,
Precision: 0,493865030674847
Recall: 0,322
F-Measure: 0,389830508474576


138_udp-
TP:138, FP:0, FN:14
FPs:
FNs: 53_udp_dns-: 11, 5005_udp-: 3,
Precision: 1
Recall: 0,907894736842105
F-Measure: 0,951724137931035


80_tcp_http-iexploreexe
TP:132, FP:1108, FN:588
FPs: 22_tcp_ssh-winscpexe: 7, 2869_tcp-: 186, 2869_tcp-system: 41, 3128_tcp-: 90, 3128_tcp-chromeexe: 41, 3128_tcp-spot
fyexe: 3, 3128_tcp-system: 16, 6969_tcp-utorrentexe: 2, 80_tcp_http-: 511, 80_tcp_http-avgmfapxexe: 4, 80_tcp_http-fire
oxexe: 126, 80_tcp_http-itunesexe: 11, 80_tcp_http-steamexe: 22, 80_tcp_http-system: 14, 80_tcp_http-teamviewer_service
xe: 4, 80_tcp_http-utorrentexe: 16, 80_tcp_http-utorrentieexe: 14,
FNs: 80_tcp_http-: 458, 80_tcp_http-spotifyexe: 52, 80_tcp_http-utorrentieexe: 22, 80_tcp_http-steamexe: 22, 443_tcp_ht
ps-: 2, 443_tcp_https-chromeexe: 30, 80_tcp_http-firefoxexe: 2,
Precision: 0,106451612903226
Recall: 0,183333333333333
F-Measure: 0,13469387755102


80_tcp_http-teamviewer_serviceexe
TP:101, FP:4, FN:25
FPs: 80_tcp_http-system: 4,
FNs: 80_tcp_http-: 21, 80_tcp_http-iexploreexe: 4,
Precision: 0,961904761904762
Recall: 0,801587301587302
F-Measure: 0,874458874458874


3128_tcp-chromeexe
TP:100, FP:89, FN:176
FPs: 3128_tcp-: 55, 3128_tcp-spotifyexe: 3, 3128_tcp-steamwebhelperexe: 17, 3128_tcp-system: 13, 80_tcp_http-firefoxexe
 1,
FNs: 80_tcp_http-iexploreexe: 41, 3128_tcp-: 28, 80_tcp_http-: 26, 3128_tcp-steamwebhelperexe: 73, 80_tcp_http-utorrent
eexe: 4, 5005_udp-: 3, 3128_tcp-spotifyexe: 1,
Precision: 0,529100529100529
Recall: 0,36231884057971
F-Measure: 0,43010752688172


6881_udp-
TP:87, FP:124, FN:231
FPs: 11888_udp-: 4, 49001_udp-: 6, 50321_udp-: 13, 51413_udp-: 57, 53_udp_dns-: 2, 6882_udp-: 4, 6889_udp-: 24, 6892_ud
-: 1, 6992_udp-: 1, 8621_udp-: 3, 8999_udp-: 9,
FNs: 50321_udp-: 24, 5004_udp-: 57, 53_udp_dns-: 105, 5005_udp-: 11, 6892_udp-: 16, 40029_udp-: 11, 443_udp_https-: 2,
47_udp_dhcpv6c-: 1, 49001_udp-: 3, 51654_udp-: 1,
Precision: 0,412322274881517
Recall: 0,273584905660377
F-Measure: 0,328922495274102


3128_tcp-steamwebhelperexe
TP:86, FP:112, FN:65
FPs: 3128_tcp-: 26, 3128_tcp-chromeexe: 73, 3128_tcp-spotifyexe: 11, 3128_tcp-system: 2,
FNs: 80_tcp_http-: 37, 5005_udp-: 9, 3128_tcp-chromeexe: 17, 3128_tcp-spotifyexe: 1, 80_tcp_http-spotifyexe: 1,
Precision: 0,434343434343434
Recall: 0,56953642384106
F-Measure: 0,492836676217765


3702_udp-
TP:85, FP:1, FN:0
FPs: 443_udp_https-: 1,
FNs:
Precision: 0,988372093023256
Recall: 1
F-Measure: 0,994152046783626


5353_udp-
TP:85, FP:2, FN:1
FPs: 137_udp-: 2,
FNs: 49001_udp-: 1,
Precision: 0,977011494252874
Recall: 0,988372093023256
F-Measure: 0,982658959537572


80_tcp_http-steamexe
TP:79, FP:245, FN:82
FPs: 2869_tcp-: 143, 80_tcp_http-: 52, 80_tcp_http-firefoxexe: 11, 80_tcp_http-iexploreexe: 22, 80_tcp_http-spotifyexe:
2, 80_tcp_http-utorrentexe: 15,
FNs: 80_tcp_http-: 16, 80_tcp_http-spotifyexe: 44, 80_tcp_http-iexploreexe: 22,
Precision: 0,243827160493827
Recall: 0,490683229813665
F-Measure: 0,325773195876289


3478_udp-
TP:74, FP:0, FN:0
FPs:
FNs:
Precision: 1
Recall: 1
F-Measure: 1


3128_tcp-
TP:73, FP:38, FN:224
FPs: 3128_tcp-chromeexe: 28, 3128_tcp-system: 10,
FNs: 80_tcp_http-iexploreexe: 90, 3128_tcp-chromeexe: 55, 80_tcp_http-: 50, 3128_tcp-steamwebhelperexe: 26, 80_tcp_http
utorrentieexe: 1, 5005_udp-: 2,
Precision: 0,657657657657658
Recall: 0,245791245791246
F-Measure: 0,357843137254902


4070_tcp-spotifyexe
TP:53, FP:0, FN:8
FPs:
FNs: 443_tcp_https-: 6, 443_tcp_https-spotifyexe: 1, 57621_udp-: 1,
Precision: 1
Recall: 0,868852459016393
F-Measure: 0,929824561403509


6969_tcp-utorrentexe
TP:53, FP:0, FN:22
FPs:
FNs: 80_tcp_http-: 17, 80_tcp_http-iexploreexe: 2, 80_tcp_http-utorrentieexe: 3,
Precision: 1
Recall: 0,706666666666667
F-Measure: 0,828125


57621_udp-
TP:52, FP:327, FN:0
FPs: 1900_udp-: 303, 4070_tcp-spotifyexe: 1, 43265_udp-: 1, 443_udp_https-: 1, 80_tcp_http-: 1, 80_tcp_http-utorrentexe
 20,
FNs:
Precision: 0,137203166226913
Recall: 1
F-Measure: 0,241299303944316


139_tcp-system
TP:40, FP:17, FN:1
FPs: 139_tcp-: 17,
FNs: 5938_tcp-teamviewer_serviceexe: 1,
Precision: 0,701754385964912
Recall: 0,975609756097561
F-Measure: 0,816326530612245


5223_tcp_jabberssl-apsdaemonexe
TP:40, FP:1, FN:10
FPs: 12350_tcp-skypeexe: 1,
FNs: 51654_udp-: 4, 443_tcp_https-: 5, 80_tcp_http-: 1,
Precision: 0,975609756097561
Recall: 0,8
F-Measure: 0,879120879120879


5938_tcp-
TP:37, FP:1, FN:7
FPs: 5938_tcp-system: 1,
FNs: 5938_tcp-teamviewer_serviceexe: 2, 5938_tcp-system: 3, 51654_udp-: 1, 443_tcp_https-: 1,
Precision: 0,973684210526316
Recall: 0,840909090909091
F-Measure: 0,902439024390244


80_tcp_http-utorrentieexe
TP:37, FP:104, FN:60
FPs: 3128_tcp-: 1, 3128_tcp-chromeexe: 4, 3128_tcp-system: 7, 6969_tcp-utorrentexe: 3, 80_tcp_http-: 53, 80_tcp_http-fi
efoxexe: 7, 80_tcp_http-iexploreexe: 22, 80_tcp_http-spotifyexe: 2, 80_tcp_http-utorrentexe: 5,
FNs: 80_tcp_http-: 40, 80_tcp_http-spotifyexe: 4, 80_tcp_http-iexploreexe: 14, 443_tcp_https-chromeexe: 2,
Precision: 0,26241134751773
Recall: 0,381443298969072
F-Measure: 0,310924369747899


5938_tcp-teamviewer_serviceexe
TP:34, FP:18, FN:2
FPs: 12350_tcp-skypeexe: 2, 139_tcp-system: 1, 22_tcp_ssh-puttyexe: 1, 443_tcp_https-: 1, 5938_tcp-: 2, 5938_tcp-system
 10, 80_tcp_http-: 1,
FNs: 5938_tcp-system: 1, 43265_udp-: 1,
Precision: 0,653846153846154
Recall: 0,944444444444444
F-Measure: 0,772727272727273


11000_udp-
TP:22, FP:0, FN:1
FPs:
FNs: 443_udp_https-: 1,
Precision: 1
Recall: 0,956521739130435
F-Measure: 0,977777777777778


443_tcp_https-utorrentexe
TP:22, FP:0, FN:73
FPs:
FNs: 443_tcp_https-: 73,
Precision: 1
Recall: 0,231578947368421
F-Measure: 0,376068376068376


5005_udp-
TP:20, FP:3477, FN:1
FPs: 137_udp-: 111, 138_udp-: 3, 1900_udp-: 3235, 27036_udp-: 1, 3128_tcp-: 2, 3128_tcp-chromeexe: 3, 3128_tcp-spotifye
e: 4, 3128_tcp-steamwebhelperexe: 9, 3800_udp-: 3, 443_tcp_https-chromeexe: 1, 443_tcp_https-spotifyexe: 1, 49001_udp-:
2, 50321_udp-: 6, 51413_udp-: 1, 51654_udp-: 1, 53_udp_dns-: 38, 5351_udp-: 2, 67_udp_dhcps-: 40, 6881_udp-: 11, 6889_u
p-: 1, 8621_udp-: 1, 9875_udp-: 1,
FNs: 5004_udp-: 1,
Precision: 0,0057191878753217
Recall: 0,952380952380952
F-Measure: 0,0113700966458215


5938_udp-
TP:19, FP:0, FN:19
FPs:
FNs: 5004_udp-: 19,
Precision: 1
Recall: 0,5
F-Measure: 0,666666666666667


5004_udp-
TP:18, FP:321, FN:1
FPs: 1024_udp-: 7, 11888_udp-: 2, 137_udp-: 1, 1900_udp-: 14, 27019_udp-: 1, 3800_udp-: 17, 40003_udp-: 1, 49001_udp-:
, 5005_udp-: 1, 50321_udp-: 11, 51413_udp-: 16, 53_udp_dns-: 2, 5355_udp-: 130, 5938_udp-: 19, 67_udp_dhcps-: 9, 6881_u
p-: 57, 6882_udp-: 2, 6889_udp-: 9, 6992_udp-: 1, 8621_udp-: 11, 8999_udp-: 5,
FNs: 53_udp_dns-: 1,
Precision: 0,0530973451327434
Recall: 0,947368421052632
F-Measure: 0,100558659217877


12350_tcp-skypeexe
TP:16, FP:0, FN:3
FPs:
FNs: 5223_tcp_jabberssl-apsdaemonexe: 1, 5938_tcp-teamviewer_serviceexe: 2,
Precision: 1
Recall: 0,842105263157895
F-Measure: 0,914285714285714


5222_tcp_jabber-pidginexe
TP:15, FP:0, FN:0
FPs:
FNs:
Precision: 1
Recall: 1
F-Measure: 1


547_udp_dhcpv6c-
TP:14, FP:9, FN:0
FPs: 137_udp-: 8, 6881_udp-: 1,
FNs:
Precision: 0,608695652173913
Recall: 1
F-Measure: 0,756756756756757


27036_udp-
TP:12, FP:0, FN:1
FPs:
FNs: 5005_udp-: 1,
Precision: 1
Recall: 0,923076923076923
F-Measure: 0,96


443_tcp_https-iexploreexe
TP:12, FP:80, FN:3263
FPs: 443_tcp_https-: 80,
FNs: 443_tcp_https-: 2340, 443_tcp_https-system: 679, 80_tcp_http-: 6, 443_tcp_https-skypeexe: 237, 443_tcp_https-chrom
exe: 1,
Precision: 0,130434782608696
Recall: 0,00366412213740458
F-Measure: 0,00712800712800713


40029_udp-
TP:11, FP:97, FN:6
FPs: 40003_udp-: 10, 40005_udp-: 1, 40018_udp-: 2, 40020_udp-: 10, 40023_udp-: 1, 40024_udp-: 4, 40025_udp-: 1, 40027_u
p-: 3, 40028_udp-: 2, 40030_udp-: 3, 40036_udp-: 4, 49001_udp-: 3, 51413_udp-: 23, 51654_udp-: 9, 53_udp_dns-: 3, 6881_
dp-: 11, 6889_udp-: 7,
FNs: 53_udp_dns-: 4, 40020_udp-: 2,
Precision: 0,101851851851852
Recall: 0,647058823529412
F-Measure: 0,176


45776_tcp-utorrentexe
TP:11, FP:0, FN:2
FPs:
FNs: 443_tcp_https-: 1, 80_tcp_http-: 1,
Precision: 1
Recall: 0,846153846153846
F-Measure: 0,916666666666667


53_tcp_dns-system
TP:11, FP:0, FN:0
FPs:
FNs:
Precision: 1
Recall: 1
F-Measure: 1


22_tcp_ssh-winscpexe
TP:10, FP:0, FN:7
FPs:
FNs: 80_tcp_http-iexploreexe: 7,
Precision: 1
Recall: 0,588235294117647
F-Measure: 0,740740740740741


80_tcp_http-utorrentexe
TP:10, FP:0, FN:410
FPs:
FNs: 80_tcp_http-: 328, 80_tcp_http-spotifyexe: 17, 80_tcp_http-steamexe: 15, 80_tcp_http-firefoxexe: 7, 443_tcp_https-
 2, 57621_udp-: 20, 80_tcp_http-iexploreexe: 16, 80_tcp_http-utorrentieexe: 5,
Precision: 1
Recall: 0,0238095238095238
F-Measure: 0,0465116279069767


5938_tcp-system
TP:9, FP:4, FN:11
FPs: 5938_tcp-: 3, 5938_tcp-teamviewer_serviceexe: 1,
FNs: 5938_tcp-teamviewer_serviceexe: 10, 5938_tcp-: 1,
Precision: 0,692307692307692
Recall: 0,45
F-Measure: 0,545454545454546


137_udp-
TP:8, FP:0, FN:131
FPs:
FNs: 53_udp_dns-: 8, 5005_udp-: 111, 547_udp_dhcpv6c-: 8, 49001_udp-: 1, 5353_udp-: 2, 5004_udp-: 1,
Precision: 1
Recall: 0,0575539568345324
F-Measure: 0,108843537414966


67_udp_dhcpc-
TP:6, FP:1, FN:12
FPs: 67_udp_dhcps-: 1,
FNs: 51654_udp-: 12,
Precision: 0,857142857142857
Recall: 0,333333333333333
F-Measure: 0,48


22_tcp_ssh-puttyexe
TP:5, FP:0, FN:1
FPs:
FNs: 5938_tcp-teamviewer_serviceexe: 1,
Precision: 1
Recall: 0,833333333333333
F-Measure: 0,909090909090909


40029_tcp-skypeexe
TP:5, FP:0, FN:0
FPs:
FNs:
Precision: 1
Recall: 1
F-Measure: 1


80_tcp_http-onedriveexe
TP:5, FP:4, FN:22
FPs: 80_tcp_http-: 4,
FNs: 80_tcp_http-: 22,
Precision: 0,555555555555556
Recall: 0,185185185185185
F-Measure: 0,277777777777778


995_tcp-thunderbirdexe
TP:5, FP:0, FN:61
FPs:
FNs: 443_tcp_https-: 60, 443_tcp_https-firefoxexe: 1,
Precision: 1
Recall: 0,0757575757575758
F-Measure: 0,140845070422535


27020_udp-
TP:4, FP:26, FN:122
FPs: 27017_udp-: 10, 27018_udp-: 8, 27019_udp-: 3, 27021_udp-: 5,
FNs: 53_udp_dns-: 116, 51654_udp-: 5, 27018_udp-: 1,
Precision: 0,133333333333333
Recall: 0,0317460317460317
F-Measure: 0,0512820512820513


50321_udp-
TP:4, FP:46, FN:42
FPs: 1024_udp-: 1, 3800_udp-: 2, 49001_udp-: 1, 51413_udp-: 2, 6881_udp-: 24, 6889_udp-: 13, 8621_udp-: 2, 8999_udp-: 1

FNs: 6881_udp-: 13, 5005_udp-: 6, 53_udp_dns-: 12, 5004_udp-: 11,
Precision: 0,08
Recall: 0,0869565217391304
F-Measure: 0,0833333333333333


9875_udp-
TP:4, FP:0, FN:1
FPs:
FNs: 5005_udp-: 1,
Precision: 1
Recall: 0,8
F-Measure: 0,888888888888889


3128_tcp-spotifyexe
TP:3, FP:2, FN:22
FPs: 3128_tcp-chromeexe: 1, 3128_tcp-steamwebhelperexe: 1,
FNs: 3128_tcp-steamwebhelperexe: 11, 80_tcp_http-iexploreexe: 3, 5005_udp-: 4, 3128_tcp-chromeexe: 3, 80_tcp_http-: 1,
Precision: 0,6
Recall: 0,12
F-Measure: 0,2


40020_udp-
TP:3, FP:4, FN:15
FPs: 40003_udp-: 1, 40027_udp-: 1, 40029_udp-: 2,
FNs: 40029_udp-: 10, 40025_udp-: 1, 53_udp_dns-: 2, 443_udp_https-: 1, 40023_udp-: 1,
Precision: 0,428571428571429
Recall: 0,166666666666667
F-Measure: 0,24


443_tcp_https-chromeexe
TP:3, FP:59, FN:3601
FPs: 443_tcp_https-: 7, 443_tcp_https-firefoxexe: 5, 443_tcp_https-iexploreexe: 1, 443_tcp_https-skypeexe: 13, 443_tcp_
ttps-system: 1, 80_tcp_http-iexploreexe: 30, 80_tcp_http-utorrentieexe: 2,
FNs: 443_tcp_https-firefoxexe: 1829, 443_tcp_https-: 1764, 80_tcp_http-: 1, 443_tcp_https-system: 5, 51654_udp-: 1, 500
_udp-: 1,
Precision: 0,0483870967741935
Recall: 0,000832408435072142
F-Measure: 0,0016366612111293


43265_udp-
TP:2, FP:3, FN:58
FPs: 27018_udp-: 1, 51654_udp-: 1, 5938_tcp-teamviewer_serviceexe: 1,
FNs: 53_udp_dns-: 30, 443_udp_https-: 21, 47993_udp-: 1, 51654_udp-: 4, 40028_udp-: 1, 57621_udp-: 1,
Precision: 0,4
Recall: 0,0333333333333333
F-Measure: 0,0615384615384615


6892_udp-
TP:2, FP:16, FN:2
FPs: 6881_udp-: 16,
FNs: 51654_udp-: 1, 6881_udp-: 1,
Precision: 0,111111111111111
Recall: 0,5
F-Measure: 0,181818181818182


40024_udp-
TP:1, FP:415, FN:6
FPs: 40018_udp-: 2, 40027_udp-: 3, 40028_udp-: 2, 40030_udp-: 1, 40036_udp-: 1, 53_udp_dns-: 406,
FNs: 40029_udp-: 4, 53_udp_dns-: 2,
Precision: 0,00240384615384615
Recall: 0,142857142857143
F-Measure: 0,00472813238770686


49001_udp-
TP:1, FP:7, FN:27
FPs: 137_udp-: 1, 51413_udp-: 1, 51654_udp-: 1, 5353_udp-: 1, 6881_udp-: 3,
FNs: 53_udp_dns-: 8, 5004_udp-: 5, 6881_udp-: 6, 50321_udp-: 1, 40028_udp-: 2, 5005_udp-: 2, 40029_udp-: 3,
Precision: 0,125
Recall: 0,0357142857142857
F-Measure: 0,0555555555555556


80_tcp_http-firefoxexe
TP:1, FP:42, FN:477
FPs: 2869_tcp-: 27, 80_tcp_http-: 5, 80_tcp_http-iexploreexe: 2, 80_tcp_http-spotifyexe: 1, 80_tcp_http-utorrentexe: 7,

FNs: 80_tcp_http-: 296, 80_tcp_http-iexploreexe: 126, 80_tcp_http-spotifyexe: 35, 3128_tcp-chromeexe: 1, 443_tcp_https-
 1, 80_tcp_http-utorrentieexe: 7, 80_tcp_http-steamexe: 11,
Precision: 0,0232558139534884
Recall: 0,00209205020920502
F-Measure: 0,00383877159309021


80_tcp_http-system
TP:1, FP:0, FN:43
FPs:
FNs: 80_tcp_http-: 25, 80_tcp_http-iexploreexe: 14, 80_tcp_http-teamviewer_serviceexe: 4,
Precision: 1
Recall: 0,0227272727272727
F-Measure: 0,0444444444444444


1024_udp-
TP:0, FP:0, FN:8
FPs:
FNs: 5004_udp-: 7, 50321_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


11888_udp-
TP:0, FP:0, FN:8
FPs:
FNs: 6881_udp-: 4, 53_udp_dns-: 2, 5004_udp-: 2,
Precision: 0
Recall: 0
F-Measure: 0


139_tcp-
TP:0, FP:0, FN:17
FPs:
FNs: 139_tcp-system: 17,
Precision: 0
Recall: 0
F-Measure: 0


1900_udp-
TP:0, FP:0, FN:3613
FPs:
FNs: 5005_udp-: 3235, 5004_udp-: 14, 51654_udp-: 61, 57621_udp-: 303,
Precision: 0
Recall: 0
F-Measure: 0


27017_udp-
TP:0, FP:0, FN:173
FPs:
FNs: 53_udp_dns-: 151, 27020_udp-: 10, 443_udp_https-: 2, 51654_udp-: 9, 27018_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


27018_udp-
TP:0, FP:4, FN:176
FPs: 27017_udp-: 1, 27020_udp-: 1, 443_tcp_https-: 2,
FNs: 53_udp_dns-: 159, 43265_udp-: 1, 27020_udp-: 8, 51654_udp-: 7, 443_udp_https-: 1,
Precision: 0
Recall: 0
F-Measure: 0


27019_udp-
TP:0, FP:0, FN:907
FPs:
FNs: 53_udp_dns-: 901, 5004_udp-: 1, 27020_udp-: 3, 51654_udp-: 2,
Precision: 0
Recall: 0
F-Measure: 0


27021_udp-
TP:0, FP:0, FN:54
FPs:
FNs: 53_udp_dns-: 47, 27020_udp-: 5, 443_udp_https-: 1, 51654_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


2869_tcp-
TP:0, FP:0, FN:450
FPs:
FNs: 80_tcp_http-steamexe: 143, 80_tcp_http-iexploreexe: 186, 80_tcp_http-firefoxexe: 27, 80_tcp_http-: 94,
Precision: 0
Recall: 0
F-Measure: 0


2869_tcp-system
TP:0, FP:0, FN:147
FPs:
FNs: 80_tcp_http-: 106, 80_tcp_http-iexploreexe: 41,
Precision: 0
Recall: 0
F-Measure: 0


3128_tcp-system
TP:0, FP:0, FN:75
FPs:
FNs: 80_tcp_http-: 27, 80_tcp_http-utorrentieexe: 7, 80_tcp_http-iexploreexe: 16, 3128_tcp-chromeexe: 13, 3128_tcp-: 10
 3128_tcp-steamwebhelperexe: 2,
Precision: 0
Recall: 0
F-Measure: 0


3800_udp-
TP:0, FP:0, FN:22
FPs:
FNs: 5005_udp-: 3, 5004_udp-: 17, 50321_udp-: 2,
Precision: 0
Recall: 0
F-Measure: 0


40003_udp-
TP:0, FP:24, FN:23
FPs: 53_udp_dns-: 24,
FNs: 40029_udp-: 10, 53_udp_dns-: 6, 443_udp_https-: 5, 5004_udp-: 1, 40020_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40005_udp-
TP:0, FP:0, FN:1
FPs:
FNs: 40029_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40018_udp-
TP:0, FP:0, FN:8
FPs:
FNs: 40029_udp-: 2, 53_udp_dns-: 4, 40024_udp-: 2,
Precision: 0
Recall: 0
F-Measure: 0


40023_udp-
TP:0, FP:1, FN:1
FPs: 40020_udp-: 1,
FNs: 40029_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40025_udp-
TP:0, FP:1, FN:1
FPs: 40020_udp-: 1,
FNs: 40029_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40027_udp-
TP:0, FP:0, FN:13
FPs:
FNs: 40020_udp-: 1, 53_udp_dns-: 4, 51654_udp-: 1, 40029_udp-: 3, 40024_udp-: 3, 40036_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40028_udp-
TP:0, FP:19, FN:6
FPs: 43265_udp-: 1, 443_udp_https-: 1, 49001_udp-: 2, 51654_udp-: 1, 53_udp_dns-: 14,
FNs: 40024_udp-: 2, 40036_udp-: 1, 53_udp_dns-: 1, 40029_udp-: 2,
Precision: 0
Recall: 0
F-Measure: 0


40030_udp-
TP:0, FP:0, FN:5
FPs:
FNs: 40024_udp-: 1, 40029_udp-: 3, 53_udp_dns-: 1,
Precision: 0
Recall: 0
F-Measure: 0


40036_udp-
TP:0, FP:2, FN:5
FPs: 40027_udp-: 1, 40028_udp-: 1,
FNs: 40029_udp-: 4, 40024_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-googledrivesyncexe
TP:0, FP:0, FN:10
FPs:
FNs: 443_tcp_https-: 9, 443_tcp_https-system: 1,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-mshtaexe
TP:0, FP:0, FN:4
FPs:
FNs: 443_tcp_https-: 4,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-msmpengexe
TP:0, FP:0, FN:19
FPs:
FNs: 443_tcp_https-: 19,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-skypebrowserhostexe
TP:0, FP:0, FN:233
FPs:
FNs: 443_tcp_https-: 192, 443_tcp_https-skypeexe: 36, 80_tcp_http-: 2, 443_tcp_https-system: 3,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-spotifyexe
TP:0, FP:1, FN:1856
FPs: 4070_tcp-spotifyexe: 1,
FNs: 443_tcp_https-: 831, 443_tcp_https-firefoxexe: 962, 5005_udp-: 1, 443_tcp_https-system: 40, 443_tcp_https-onedrive
xe: 20, 80_tcp_http-: 1, 443_tcp_https-itunesexe: 1,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-steamexe
TP:0, FP:0, FN:21
FPs:
FNs: 443_tcp_https-: 6, 443_tcp_https-firefoxexe: 15,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-steamwebhelperexe
TP:0, FP:0, FN:23
FPs:
FNs: 443_tcp_https-firefoxexe: 15, 443_tcp_https-: 8,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-svchostexe
TP:0, FP:0, FN:180
FPs:
FNs: 443_tcp_https-: 173, 80_tcp_http-: 7,
Precision: 0
Recall: 0
F-Measure: 0


443_tcp_https-thunderbirdexe
TP:0, FP:0, FN:12
FPs:
FNs: 443_tcp_https-firefoxexe: 3, 443_tcp_https-: 9,
Precision: 0
Recall: 0
F-Measure: 0


465_tcp-thunderbirdexe
TP:0, FP:0, FN:28
FPs:
FNs: 51654_udp-: 1, 443_tcp_https-: 27,
Precision: 0
Recall: 0
F-Measure: 0


47993_udp-
TP:0, FP:1, FN:27
FPs: 43265_udp-: 1,
FNs: 53_udp_dns-: 12, 51654_udp-: 3, 443_udp_https-: 12,
Precision: 0
Recall: 0
F-Measure: 0


51413_udp-
TP:0, FP:0, FN:217
FPs:
FNs: 6881_udp-: 57, 53_udp_dns-: 117, 40029_udp-: 23, 5004_udp-: 16, 50321_udp-: 2, 5005_udp-: 1, 49001_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


5351_udp-
TP:0, FP:0, FN:72
FPs:
FNs: 5355_udp-: 68, 5005_udp-: 2, 53_udp_dns-: 2,
Precision: 0
Recall: 0
F-Measure: 0


67_udp_dhcps-
TP:0, FP:0, FN:134
FPs:
FNs: 5005_udp-: 40, 51654_udp-: 84, 5004_udp-: 9, 67_udp_dhcpc-: 1,
Precision: 0
Recall: 0
F-Measure: 0


6882_udp-
TP:0, FP:0, FN:11
FPs:
FNs: 53_udp_dns-: 5, 6881_udp-: 4, 5004_udp-: 2,
Precision: 0
Recall: 0
F-Measure: 0


6889_udp-
TP:0, FP:0, FN:99
FPs:
FNs: 53_udp_dns-: 45, 6881_udp-: 24, 5004_udp-: 9, 50321_udp-: 13, 40029_udp-: 7, 5005_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


6992_udp-
TP:0, FP:0, FN:2
FPs:
FNs: 6881_udp-: 1, 5004_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


80_tcp_http-avgmfapxexe
TP:0, FP:0, FN:10
FPs:
FNs: 80_tcp_http-iexploreexe: 4, 80_tcp_http-: 6,
Precision: 0
Recall: 0
F-Measure: 0


80_tcp_http-itunesexe
TP:0, FP:0, FN:79
FPs:
FNs: 80_tcp_http-iexploreexe: 11, 80_tcp_http-: 58, 80_tcp_http-spotifyexe: 10,
Precision: 0
Recall: 0
F-Measure: 0


8621_udp-
TP:0, FP:0, FN:19
FPs:
FNs: 53_udp_dns-: 2, 6881_udp-: 3, 5004_udp-: 11, 50321_udp-: 2, 5005_udp-: 1,
Precision: 0
Recall: 0
F-Measure: 0


8999_udp-
TP:0, FP:0, FN:24
FPs:
FNs: 6881_udp-: 9, 53_udp_dns-: 9, 50321_udp-: 1, 5004_udp-: 5,
Precision: 0
Recall: 0
F-Measure: 0

