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 @Vaeflare: ...Because sometimes you just need a moment to appreciate a noble guinea pig with steampunk dragon wings. http://t.co/SeRyx9v… | Mixed | Safe | User Added |
| RT @VadeFisse_: dont try too fuck with me & got a million and TWO bitches because I will tell them all.. I PROMISE I WILL | Mixed | Abusive | User Added |
| RT @Vacante_: If ya girl shaves the pussy before going out with her girls, somethings wrong. | Mixed | Abusive | User Added |
| RT @Vacante_: If a girl cant make a decision whether to date you or not tell that bitch to kick rocks. | Mixed | Abusive | User Added |
| RT @VaTxn: Illegal alien is not a race. It's a crime. @MuchoMacho @McDonalds @jeandeaux1776 @cspanwj #wetbacks http://t.co/pf2YpelyOP | Mixed | Hate Speech | User Added |
| RT @VUULibrary: It is Shakespeare's birthday. Take a look at some Shakespearean trash talk. http://t.co/JSy3UFfaIb | Mixed | Safe | User Added |
| RT @VRTWxrk_Flash: Mac 10 lay on the floor like a matress "@yungchipotle: Young based god came straight for the bitches" | Mixed | Abusive | User Added |
| RT @VIVARonRon: Your pussy must not pop severely “@YaDadPipesMaggs: But Im single 😂 http://t.co/ZhoJNaoKME” | Mixed | Abusive | User Added |
| RT @VICD713ENT: Good pussy ain't changin nothin. Might bump you up to main hoe from side jank. That only mean you get fucked more 😕 | Mixed | Abusive | User Added |
| RT @VH1PNUT TWITTER WHATS THIS MEAN ? RT @Ay_W_ I come alive in the night time + Sleep all day hoe all night. | Mixed | Abusive | User Added |
| RT @VERSACEGAWDD: yall really expect a 40 yr old nigga to still rap about raping hoes and killing his mother? nah | Mixed | Abusive | User Added |
| RT @UsGEMINIS: #Gemini doesn't really look back at their ex's. Some things just look better in the trash!! | Mixed | Abusive | 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