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 |
|---|---|---|---|
| “@M_Rad: I'm going to miss these bitches so much 😭 http://t.co/lUpoqaT2R9” far right she resting on ol girl booty y'all funny as shit | Mixed | Abusive | User Added |
| “@MJ2307: @1Bcarter or he's eating it cuz he's with a women who just can't cook 🙊”then u gotta get rid of that hoe | Mixed | Abusive | User Added |
| “@MILF_chronicles: Dudes shaving without it being for an athletic purpose is gay af” you're retarded. | Mixed | Hate Speech | User Added |
| “@M94Rx: Sometimes I hate AZ & sometimes I love it. Depends on the time of year I guess.” & the dumb bitches that live here | Mixed | Abusive | User Added |
| “@LuaBoo: Niggas over 6'2 with long ass monkey arms make the best cuddle buddies....so I heard” ahaha a female told me this once😂😂😂 | Mixed | Abusive | User Added |
| “@LoveLifeEst13: lmao @West305 & Aero sound young af talking bout hoes n weed n shit” @Finesse_iAm brah you gotta listen to this shit | Mixed | Abusive | User Added |
| “@LoveLifeEst13: @__seriousLEE i aint gone lie & old heads say they see it in me so i figured” nah you just retarded | Mixed | Abusive | User Added |
| “@LopezWhs: You little stupid ass bitch i ain't fuckin with you 🎵” | Mixed | Abusive | User Added |
| “@LopezWhs: Niggas talk more then bitches these days” | Mixed | Abusive | User Added |
| “@LongMoneyTonyy: @vintage_monroe_ DONT Say Shit Else ! Just Stfu !”bitch we can do a lot more off this Twitter shit you can come see me | Mixed | Abusive | User Added |
| “@Livefromthe_A: These Niggaz bitches hiding behind gangs they ain't in 💯 🐸☕️” 🙌💯 | Mixed | Abusive | User Added |
| “@LilReese300: No yu can't get no money yu silly 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