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 |
|---|---|---|---|
| RT @Ivan_splash: "Did u call me a bitch?" "I said you were ACTING like one" "So you just called me one nigga" "Shut up bitch" | Mixed | Hate Speech | User Added |
| RT @ItzShowtim3: Don't forget how Nikko was digging in her booty RT @oneshadowlove: Sex tape gave her a head bigger than that pussy and for… | Mixed | Abusive | User Added |
| RT @Itsyesie: Like damn. Sorry I'm not a girl that hoes around and has sex with 20 billion guys. | Mixed | Abusive | User Added |
| RT @Its_NydiaMarie: Fuck your bitch make her call me Papi 🙊😏 | Mixed | Abusive | User Added |
| RT @Its_Ms_Brenduh: Got kicked out of AA classes bc I laughed at a guy and called him a pussy for blacking out every time he drank. | Mixed | Abusive | User Added |
| RT @Its_KingWalt: Bruh.. Don't do this RT “@Trent_W93: Females swear their best friend is the baddest bitch in the world!” | Mixed | Abusive | User Added |
| RT @ItsWaltBitch: meth brownies | Mixed | Abusive | User Added |
| RT @ItsSonGoku: When niggas ask me "Where the hoes at?" http://t.co/eg6gxgGzFC | Mixed | Hate Speech | User Added |
| RT @ItsSonGoku: Don't Get Spirit Bombed Lil Nigga RT @LeanandCuisine: Dragonball z trash, debate me if you want | Mixed | Abusive | User Added |
| RT @ItsSonGoku: Bruh, Chichi go months to years without seeing me and she still the bae. You basic ass bitches can't go 2 missed calls with… | Mixed | Abusive | User Added |
| RT @ItsPoochFlair: That bitch ugly RT @Titsandlickher: Daughter. http://t.co/lboZMlfbOX | Mixed | Abusive | User Added |
| RT @ItsNotHarold: I've noticed that it mostly be the bitches whose hair don't even reach their shoulders that talk the most shit | 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