Zambian Language Trainer Window
Curate local language datasets and trigger asynchronous machine learning training
Multilingual
Select Target Zambian Dialect to Manage & Train:
🇿🇲
Unified (All)
🇿🇲
Chibemba
🇿🇲
Chinyanja
🇿🇲
Chitonga
🇿🇲
Silozi
🇬🇧
English
🌐
Mixed/General
Local Dataset Inspector: All
25506 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @AshAmador: Started off with a OZ End up riding fo' deep Pull up to that club like muthaufckin ho you don't know me🎶 | Mixed | Abusive | User Added |
| RT @AsapCruz: Omg seriously do bitches still love Sosa??!? | Mixed | Abusive | User Added |
| RT @AsaAkira: A bird just flew into my hotel room. I'd rather get gangbanged by 10 Mandingos for 2 days straight than experience that again… | Mixed | Abusive | User Added |
| RT @ArtAdame1: Your mcm is a lil bitch | Mixed | Abusive | User Added |
| RT @Arrogantiii: Ona niggas I'll really beat dat hoe up | Mixed | Abusive | User Added |
| RT @ArmyBulldog20: @AcmeHandle Nothing that the Russians did in their support of the rebels surprises me. Putin views Obama as a pussy. | Mixed | Abusive | User Added |
| RT @ArlisDoNotChill: This bitch played too much Subway Surfer http://t.co/BK5UnHQO3z | Mixed | Abusive | User Added |
| RT @AriesSpears: These young cats being drafted in the NBA today are walking lotto tickets! Wait till these niggas find out that pussy come… | Mixed | Hate Speech | User Added |
| RT @Arie_0723: Don't be a bitch to someone who can out bitch you. | Mixed | Abusive | User Added |
| RT @AriaunaDaVon: “@WhitDAWGem_: “@AriaunaDaVon: @WhitDAWGem_ bitch go to sleep. You have work in the morning.” Lol yes master” 😭😂😒 | Mixed | Abusive | User Added |
| RT @ArianaGrande: Oh Torrence, I can't stand your cheer leading squad but I love your pom poms... I'll feed you bon bons all night. | Mixed | Safe | User Added |
| RT @ArcticFox2016: 150 Christians MASSACRED By Jihadi Muslims While They Slept! Including Pastor, His Wife & Kids http://t.co/VnR60MjFo6 | Mixed | Safe | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.
Model Training Control
20%
Evaluation Results
Trained Algorithm:
Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted
Rows: Actual
Algorithm Accuracy Graph