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 |
|---|---|---|---|
| “@GdoubleT: @BrianMC630 find a loyal ho” @finntasticccc 😉 | Mixed | Abusive | User Added |
| “@GaryTweets__: It's my dogs birthday ❤️” you should get it a bad bitch 😉 #punny | Mixed | Abusive | User Added |
| “@Garricka_: Ima just block you hoes out!”or block em either one lol | Mixed | Abusive | User Added |
| “@G_Coppo: 😭😭😭😭 RT @ShardDaGawd: When you go down to eat the pussy and it smells tangy http://t.co/oF09PiyL8b”😭😭 | Mixed | Abusive | User Added |
| “@G_Anderson4: Oh my dogs pussy is so tight, time to loosen it 😏." | Mixed | Abusive | User Added |
| “@G_Anderson4: I'm Dre's a bitch tho” 😏 | Mixed | Abusive | User Added |
| “@GUCCISAYBUR: if u say ur a mermaid it obviously means ur pussy is fishy” | Mixed | Abusive | User Added |
| “@GFCRich: If Beyonce & Kim Kardashian have no problem sucking their mans dick then you average looking broke bitches shouldn't neither” ✊ | Mixed | Abusive | User Added |
| “@GANGLANDABBY: What these bitches want from ah nigga 😎” | Mixed | Abusive | User Added |
| “@FxckAshUK: @TheKaosYatti Ain't my gf you lil nigguh stfu 😭😂” glory be to GOD then lmfaooooooo 😭😪😅 | Mixed | Abusive | User Added |
| “@Future_Reich: All y'all some fucking coons” http://t.co/wU7r3OBxhR | Mixed | Abusive | User Added |
| “@FunnyPicsDepot: how black bitches drive when they song come on https://t.co/u50OmK2JY6”@KellieNehls @smichellelo | 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