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 |
|---|---|---|---|
| "Stop being a pussy, son, and shove that needle into your own heart!" #afterearth | Mixed | Abusive | User Added |
| "So he's a good football player...but he still acts like a nig" | Mixed | Abusive | User Added |
| "Slow the fuck down, bitch, I know where you live!" Classy young lady. | Mixed | Abusive | User Added |
| "She's from Florida so you've got to do the sniff test in those swamp pussies" 😂😂😂😂😂😂😂😂😂😂😂😂😩😂😂😂😂😂😂😂😂😂 | Mixed | Abusive | User Added |
| "She was a bitch anyway" | Mixed | Abusive | User Added |
| "She said wigga man you rich...take the du-rag off" http://t.co/jb7J3zSbam | Mixed | Abusive | User Added |
| "She gotta shape up her pussy lips tho @PostPrettyPussy: Whole wheat organic pussy http://t.co/kq0R0A7z2g" | Mixed | Abusive | User Added |
| "Shall I compare thee to a summer’s day? No, a summer’s day is not a bitch." | Mixed | Abusive | User Added |
| "Shake that Bear ... aka two rednecks having sex on a dead bear" | Mixed | Abusive | User Added |
| "Selling my soul for material wishes: fast cars and bitches" #Tupac #smile #remix | Mixed | Abusive | User Added |
| "Searching" the incredible story of 1 white man's quest to find the ingredients necessary to make Caribbean Jerked Chicken in redneck land | Mixed | Abusive | User Added |
| "SORRY JB FAN，REALLY JUSTIN COME BACK". That is the top comment on a Justin Timberlake video with 10 million views. Son of a fucking bitch! | 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