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 |
|---|---|---|---|
| “@BeardedGemini: “@GinaSanabria_: I have no hoes because yah nigga ain't shit”” | Mixed | Abusive | User Added |
| “@BasedDevJay: bruh i'm telling you if she got zebra print bed sheets 9/10 she a hoe” @rachel_dority 😂😂😂 | Mixed | Abusive | User Added |
| “@BasedChasen: Grandmas always b asking you "Do you have a girlfriend???" No....I got hoes tf you mean” real shit. | Mixed | Abusive | User Added |
| “@BasedChasen: Chad Jordan in this bitch” I'm crying | Mixed | Abusive | User Added |
| “@BasebaIIVines: Michael Pineda hides pine tar...on his neck http://t.co/PJRKJeaY6h” fact that the Yankees cheat 👍👍👍 Go Red Sox!! #Boston | Mixed | Safe | User Added |
| “@BarryClerjuste: I cried like a bitch after my first breakup. Never loved again lol” | Mixed | Abusive | User Added |
| “@Banqq_Jayy: "@1Jayee: “@ItsKeeJay: I can't remember all the girls I've smashed 😳🙈” On God.🙌"hoe shit” Not technically, it takes ✌️. | Mixed | Abusive | User Added |
| “@Badazz_jspates: I'm suppose to eat yo booty bitch wym” 😭😭😭 | Mixed | Abusive | User Added |
| “@BaabyD_: "cause i look great bitch, fuck you mean?" 😭😂😂” | Mixed | Abusive | User Added |
| “@B_Davis0529: SMDH Eagles fans. You a bitch! RT @MikeMiss975: Hey Giants fans: Victor Cruz is over. Dance to that.” Hey watch it | Mixed | Abusive | User Added |
| “@BSBHForum: #BeatTheHabs #NYR http://t.co/okvhWHy3Vh” @CanadiensMTL #pussy | Mixed | Abusive | User Added |
| “@BINDLE13: My momma aint raise no hoe” | 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