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 @sheemteam97: Fuck the Islamic State!! We will kill those cunts🇬🇧 | Mixed | Hate Speech | User Added |
| RT @shayconnnor: u ain't sailor moon bitch | Mixed | Abusive | User Added |
| RT @shardae85yahoo: Jessica ass dont need no more liquior !!!! when the bitch drinks she forgets everything the very next day ! it never fa… | Mixed | Abusive | User Added |
| RT @shantybear: bitch do I entertain you? Cause you always seem to be in my business | Mixed | Abusive | User Added |
| RT @shantelb_: “@WeAre_XCI: I know bitches who sell pussy for 3.5's” 😂😂😂 | Mixed | Abusive | User Added |
| RT @shanequabullock: Meet me and my bitches @ #MansionElan | Mixed | Abusive | User Added |
| RT @shananigans__: 50 shades of shut your bitch ass up | Mixed | Abusive | User Added |
| RT @shakiraevanss: Criticize Amanda for saying the n word, sure, but don't make jokes about her sexual assault, don't be trash. | Mixed | Safe | User Added |
| RT @shaelynspacyyy: “@UglyAssDerrick: @shaelynspacyyy they trash though?” http://t.co/dJ5kvo7RSr | Mixed | Abusive | User Added |
| RT @shabbashone "@ThoughtsOfRandy: I almost ran this fine red bitch over." Damn + lol | Mixed | Abusive | User Added |
| RT @sepinwall: Day 2 of FXX’s Simpsons marathon — “Bart’s Dog Gets an F” to “Last Exit to Springfield” — will be the best consecutive 24 ho… | Mixed | Safe | User Added |
| RT @semper_fiibitch: Farra from teen mom has 2 sex tapes on pornhub lmao hoe ass | 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