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 |
|---|---|---|---|
| LOL there's a talking monkey live on the internet! Will wonders never cease? | Mixed | Safe | User Added |
| LOL at the Benghazi "hearings" that proved nothing other than Republicans only care about taking down PBO. #foxnews #teabaggers | Mixed | Safe | User Added |
| LOL 😂😭 I just remember that same bitch said she liked my hair then asked "is it yours?" Smfh #wut #yes ... | Mixed | Abusive | User Added |
| LMaoooo.... «@IGiveEmNathan Jesus healed folks wit Leoparcy but yall hoes wanna get leopard print tattoos» | Mixed | Abusive | User Added |
| LMaoooo. ... «@whoelsebutkey @nobetternoworst No shade taken. It's Swahili for ho. And like, Den•suaw. Lol.» | Mixed | Abusive | User Added |
| LMaoooo. .. «@IGiveEmNathan Gucci really ass but for some hoes I'll bump a couple songs» | Mixed | Abusive | User Added |
| LMFAOOOOOO GAY AS FUCK RT @PubesOnFleeK: 😭😭😭😭😭 get these two faggots off my TL http://t.co/oKUMmSJEYi | Mixed | Abusive | User Added |
| LMFAOOOOO BYE “@DatGuyBren: American sports trash. Soccer and Hockey the best sports.” | Mixed | Safe | User Added |
| LMFAOO somebody commented on my book saying I need Medical Attention bitch you the one reading it 😂 | Mixed | Abusive | User Added |
| LMFAO, stupid bitch tells me at the door they already started, and to come back.😂😂 UMMMM NAH | Mixed | Abusive | User Added |
| LMFAO RT @RickiRoma: “shut up u slutty white hoe RT @Thotcho: Didn’t know the Pats got DESTROYED tonight LMFAOOOO” | Mixed | Abusive | User Added |
| LMFAO @jdellasperanza I found my diary me complaining about you being a bitch 😂 tbt I'm DEAD http://t.co/pl7qsAS15b | 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