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 @K1mb0Slyc3: Me too! “@WhatsAshirt: Defiantly going to see that new planet of the apes tonight” | Mixed | Safe | User Added |
| RT @JuveUnited: Messi REFUSED to be subbed off. Are you kidding me? So they took off NEYMAR? You little hobbit diva bitch. | Mixed | Abusive | User Added |
| RT @JuuMane: I walks in Country Kitchen Restaurant to order take out, this bitch come ask me "Table For One?" -____- I look that lonely??? | Mixed | Abusive | User Added |
| RT @JustinSwift7oh2: All these hoes just want some attention. | Mixed | Abusive | User Added |
| RT @Justcallme_duh: karmas a bitch my nigga | Mixed | Abusive | User Added |
| RT @Just_this_time: If you think I've been an opinionated bitch lately just be glad I've stayed quiet on 3 of the topics swirling around he… | Mixed | Abusive | User Added |
| RT @JustReIatabIe: when you die on flappy bird 😂 http://t.co/Pu7uqxJFMc | Mixed | Safe | User Added |
| RT @JustOneAsian: To every bug i have ever killed: i am sorry :/ …..sorry that ur bitch asses came into my house uninvited | Mixed | Abusive | User Added |
| RT @JustLeShay: “@TheKaosYatti: @JustLeShay Who said you was cute🐣” byeeee mad bitch! 😒 come visit me | Mixed | Abusive | User Added |
| RT @JustKarahn: “@what_iDO: Karahn jus called her future baby a lil shit😵😵😵😂😂😂😂😂” bitch tell the world why don't you 😒 | Mixed | Abusive | User Added |
| RT @JustHad_that: Good pussy 💦🐱 comes with a smart ass mouth 👄👅 & a crazy ass attitude 😒💯 | Mixed | Abusive | User Added |
| RT @JustDreaa: I don't splurge around no hoe no I don't shine in front of no bitch cus after she get off my dick I be like "Find the front … | 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