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 @JaunTheGOAT: It's your girls friends that you gotta watch out for. Those the bitches that be tryna encourage her to leave you. | Mixed | Abusive | User Added |
| RT @JasperDolphin: Lol at the bitches that act like they single but now have to post pictures with they nigga hahaha | Mixed | Abusive | User Added |
| RT @JasperDolphin: Just wanna put food in bitches pussy and take cool pictures. Don't get why bitches don't like food in their pussies. | Mixed | Abusive | User Added |
| RT @Jarhead44: Hi, can I buy you a margarita? Sure! So, I like the way your barstool shows off your clam. | Mixed | Abusive | User Added |
| RT @JareerKassis: If there was an invisible celestial judge who killed those who spew hate on Palestinians, celebrities & politicians would… | Mixed | Abusive | User Added |
| RT @JareerKassis: Charlie Rose: Can you coexist with Israel? Meshal: *Not* as occupiers. After that, national consensus will decide, not Ha… | Mixed | Safe | User Added |
| RT @Jared_Carrabis: Mike Napoli is the toughest son of a bitch I've ever known. | Mixed | Abusive | User Added |
| RT @JaredPhillis: All you do is fucking bitch. | Mixed | Abusive | User Added |
| RT @JaredLambert21: Brandon's a dumb fat chunky whore | Mixed | Abusive | User Added |
| RT @JaredFayne_54: And apparently I sound like a country hick. Perks of being from Kentucky | Mixed | Abusive | User Added |
| RT @Janasiaaa: shouldn't be at the club RT @PacDaGoat: I done been in the club and saw bitches reject a dance because they had a man. As … | Mixed | Abusive | User Added |
| RT @JanPham_3: “@16stanleys: Ugh he's mine bitches! He's mine & mine only. That's my baby, my man. Just know & be aware. That's me!” 👏👏👏 | 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