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 @PrinceTooTrippy: these hoes swear boy | Mixed | Abusive | User Added |
| RT @Prima_Doma: Then he just got too basic. & the hoes loved it... From then on he made them his focal audience. | Mixed | Abusive | User Added |
| RT @Priceless_KP: It ain nun to cut dat bitch awf - Verizon | Mixed | Abusive | User Added |
| RT @PrettyndHated: Everybody pregnant . You bitches waste no time | Mixed | Abusive | User Added |
| RT @Pretty_N_Purrls: To my EX that bitch can have you. 👐 | Mixed | Abusive | User Added |
| RT @PrettyMillz: My car insurance is trash !!! | Mixed | Safe | User Added |
| RT @PrettyFlyyHippy: If you can stick one finger in your pussy and feel all 4 walls . Your still tight 👌 | Mixed | Abusive | User Added |
| RT @PresidentRJRock: Fuck you bitch I'm actin brand new 😎 | Mixed | Abusive | User Added |
| RT @PreeMasterFlex_: Females be 14 acting 18 🚬💊. Turning up like they 21 🍻🍸. Throwing the pussy like they 25 🐱💦... But still can't pass Alg… | Mixed | Abusive | User Added |
| RT @PowerCumminMax: Green/yellow fuel pump>>>>> #dieselstation | Mixed | Safe | User Added |
| RT @PowPowTheeEnd: Fucked all of tyga bitches "@karyewest: 6God http://t.co/ltT5R4DRwL" | Mixed | Abusive | User Added |
| RT @PowBlocks: @WaldoKillz3 @hidalgoparadise @D_41395 @olgadontshred lmao that hashtag had me dying princess hoe needs to get a Twitter lol | 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