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 |
|---|---|---|---|
| “@RedHeadRay_: Is it wrong if I get on this bitch and started talking shit 😂?”yes! | Mixed | Abusive | User Added |
| “@RawrItsTaraa: Trust these bitches ? Nah” | Mixed | Abusive | User Added |
| “@RamzyJay: I try to keep all my bitches on lay away” same way I feel | Mixed | Abusive | User Added |
| “@RaleighBeougher: dumb beaner” http://t.co/r0hABEQhSu | Mixed | Safe | User Added |
| “@Quis_2TurntUp: “@1017_Sqquad: Iont got no type”bad bitches is the only thing that I like 👯💃💃”aye I'm just living life | Mixed | Abusive | User Added |
| “@Queendev_: My leave out is trash 😨”😭😭😭 u sick | Mixed | Safe | User Added |
| “@Queendev_: @what_evaittakes I couldn't find anything to hold my hair up let alone put a pony in”no bitch I said post a busted pic😭 | Mixed | Abusive | User Added |
| “@QuaTheGreat: Ready blow this bitch down 🔥 http://t.co/Y89Oj5Yh9M”Bring me 3 rellos | Mixed | Abusive | User Added |
| “@PutYa_Han_OnIt: “@Tweets_NOchill: Small titty bitches pierced nipples look like staples.” 😂😂😂😂😂😂😂😂😂”lmao | Mixed | Abusive | User Added |
| “@PubesOnFleeK: My tweets trash” | Mixed | Safe | User Added |
| “@PrettyxEyes: FYI http://t.co/R9JUoT4bGQ” my favorite type of bitches. | Mixed | Abusive | User Added |
| “@PrayForJack I survived swine flu, bird flu, west nile and the Bloomberg administration. I'll be fine”the abortion survival. Cant 4get that | 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