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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @erikxrosa: The ones we really like , we can't get. But if you got the one you really like then you a lucky bitch. | Mixed | Abusive | User Added |
| RT @ericxmorrison: burn forever, bitch. | Mixed | Abusive | User Added |
| RT @erdikken: Where are They Now Fads Doc Martens -enjoying anal sex Girbaud -Posers, wiggers, fake bangers. Now accountants Jncos -Domin… | Mixed | Abusive | User Added |
| RT @eph4_15: Allen West & The Slippery slope of Obama's constitutional contempt http://t.co/ropPmOtnbD #PJNET #CCOT | Mixed | Safe | User Added |
| RT @enymsaj_h: Kills me when bitches have a different REAL life MCM every damn Monday lmao. #WhoRaisedYou 😦😦 | Mixed | Abusive | User Added |
| RT @emmskayy: Don't put the pussy on a pedestal homie | Mixed | Abusive | User Added |
| RT @emmaleeenaa: I be catchin bitches while bitches be catchin feelings | Mixed | Abusive | User Added |
| RT @emma3156: Quit hoggin the blunt bitch | Mixed | Abusive | User Added |
| RT @eminemXher: It's #novEMINEMber, bitch!!! @Eminem Artist Of The Year #AMAs http://t.co/1MENiz4urw | Mixed | Abusive | User Added |
| RT @emilyBOOMBOOM: Its 3am. And your man is with his other bitch. A computer. And you really cannot fucking compete. | Mixed | Abusive | User Added |
| RT @elvisknievil: Hover parents are the ones who bitch the most about their children's dependence. | Mixed | Abusive | User Added |
| RT @elleeebeee: flappy bird make me just smash my phone into my face | 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