Klasifikasi Berita Google Trending “Blackpool Vs Arsenal”

Data Selection

Data Berikut ini di dapat dari google trending dan tidak trending mengenai Blackpoll vs Aresenal pada tanggal 6 Januari 2016

KategoriUrl
Google Trendinghttps://bola.kompas.com/read/2019/01/06/03371288/blackpool-vs-arsenal-the-gunners-lolos-dari-babak-ke-3-piala-fa
Google Trendinghttp://www.tribunnews.com/superskor/2019/01/06/hasil-akhir-blackpool-vs-arsenal-di-piala-fa-the-gunners-menang-tiga-gol-tanpa-balas
Google Trendinghttps://www.bola.net/inggris/hasil-pertandingan-blackpool-vs-arsenal-skor-0-3-1e47d2.html
Google Trendinghttp://kaltim.tribunnews.com/2019/01/06/hasil-blackpool-vs-arsenal-the-gunners-tak-kesulitan-hadapi-tuan-rumah-di-babak-ketiga-piala-fa
Google Trendinghttp://jateng.tribunnews.com/2019/01/06/blackpool-vs-arsenal-pemain-muda-arsenal-gunduli-blackpool-untuk-lolos-dari-babak-ke-3-piala-fa
Google Trendinghttp://banjarmasin.tribunnews.com/2019/01/05/head-to-head-prediksi-hasil-blackpool-vs-arsenal-piala-fa-malam-ini-tidak-live-di-tv-nasional
Tidak Trendinghttps://www.viva.co.id/bola/liga-inggris/1109154-skuat-muda-arsenal-hajar-blackpool-di-piala-fa
Tidak Trendinghttps://tirto.id/hasil-blackpool-vs-arsenal-babak-pertama-tuan-rumah-tertinggal-ddrH
Tidak Trendinghttps://tirto.id/hasil-piala-fa-arsenal-pesta-gol-di-kandang-blackpool-ddrU
Tidak Trendinghttps://bolabanget.id/preview/2012799/blackpool-vs-arsenal-the-gunners-lolos-dari-babak-ke-3-piala-fa
Tidak Trendinghttps://www.inews.id/sport/soccer/prediksi-blackpool-vs-arsenal-sentuhan-perdana-emery-di-piala-fa/420637
Tidak Trendinghttp://www.rssnews.id/baca/515128/bgcny-hasil-pertandingan-arsenal-vs-blackpool-skor-2-1/1

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Transform

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sertifikat11
setAccount11
setDomainName11
setService11
setSessionCookieTimeout11
sharebtn11
sheffield11
shortDescription11
showHttpPrompt11
showcase11
showmanymoveone11
showtagline11
siblings11
singleItem11
sinopsis11
slideDown11
slideSpeed11
smartcity11
smkpqZgtSJvYpM11
socilatabs11
sooperboy11
sorbannya11
southampton11
sportOne11
sportone11
statistik11
subCategory11
subSubCategory11
subscribersSiteId11
subsubSubCategory11
sundulan11
suratpembaca11
synopsis11
tBxhXfqRwuR11
tabalong11
taiokapm11
taklukkan11
tambahan11
tcGFzLmNvbS11
telephone11
templateID11
tenggarong11
teramati11
terbanyak11
terbilang11
terbitan11
tercatat11
tercoblos11
tergantikan11
terkalahkan11
tersangka11
tersertifikasi11
tersingkir11
tertantang11
tertutup11
thailand11
toUpperCase11
tooltips11
trackPageview11
trademarks11
transitional11
translucent11
tribuniklan11
tribunkaltimco11
tvonenews11
twhiteicon11
uZXJzLWxvbG11
ugbuyPIK11
unescape11
unstyled11
urbanlife11
uvvvssec11
valverde11
venturer11
verifyAge11
visibleOnly11
wallpaper11
wayangisme11
webcrawlers11
wikicommons11
windujusuf11
wrapicon11
wrapperPage11
xhLmtvbXBhcy11
xoocqhpv11
xuqlyxmnkubxd11
yaMGsiunUZlRVeGIHMbNnTN11
youngest11
yulaikaromadhani11
zLWRhcmktYmFiYWsta11
zLXBpYWxhLWZh11
zQTzqXrYRvgYe11
zSjQFBDT11

Data Mining

Algoritma Decision Tree

Hasil

PerformanceVector:
accuracy: 75.00% +/- 40.31% (mikro: 75.00%)
ConfusionMatrix:
True: Google Trending Tidak Trending
Google Trending: 5 2
Tidak Trending: 1 4
precision: 80.00% (positive class: Tidak Trending)
ConfusionMatrix:
True: Google Trending Tidak Trending
Google Trending: 5 2
Tidak Trending: 1 4
recall: 66.67% (positive class: Tidak Trending)
ConfusionMatrix:
True: Google Trending Tidak Trending
Google Trending: 5 2
Tidak Trending: 1 4
AUC (optimistic): unknown (positive class: Tidak Trending)
AUC: 0.350 +/- 0.229 (mikro: 0.350) (positive class: Tidak Trending)
AUC (pessimistic): unknown (positive class: Tidak Trending)

  1. platform = false: Tidak Trending {Google Trending=0, Tidak Trending=6}
  2. platform = true: Google Trending {Google Trending=6, Tidak Trending=0}

Kesimpulan

Dari hasil analisa text mining di atas :

  1. Akurasi sangat tinggi mencapai 75 %
  2. Jika Ada kata platform di artikel berita maka akan masuk google trending
  3. Jika Tidak ada kata platform di artikel berita maka tidak masuk ke google trending