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 @YouNeed_Jasmine: I hate when ppl say hoes aren't loyal. They supposed to be? 😂 | Mixed | Abusive | User Added |
| RT @YouCanHaveHer: You either gay or straight don't talk to me bitch please ✌ | Mixed | Abusive | User Added |
| RT @YolieTheJew: You know all these bitches who posted pics for Zeeti are in the shower like Jim Carey in Ace Ventura after he found out Ei… | Mixed | Abusive | User Added |
| RT @YoShortyMa: I'll kill this bitch no hesitation http://t.co/UxePa9LVi5 | Mixed | Hate Speech | User Added |
| RT @YoKidAintMine: alcohol is liquid truth. So if a girl is a hoe when she drinks, she's naturally a hoe anyway. | Mixed | Abusive | User Added |
| RT @Yes__We__Cam: Selfie game retarded http://t.co/HpLo9JaP9K | Mixed | Abusive | User Added |
| RT @YepillPosts: If I had a dollar for every time I died on flappy bird http://t.co/pj8QSBTe2L | Mixed | Safe | User Added |
| RT @YepRealPosts: Selena mothered these hoes http://t.co/phsDhxjm6e | Mixed | Abusive | User Added |
| RT @Yennno_Nay: Now a days bitches will beef w/ you over something that has nothing to do w/ them 😂😂😂😂💀 bitch yo ugly ass wasn't a factor a… | Mixed | Abusive | User Added |
| RT @Yennno_Nay: " these hoes ain't loyal " duhh BITCH she a HOE !!!!!! | Mixed | Abusive | User Added |
| RT @YatchakHannah: @aireekaTK stop crying you pussy | Mixed | Abusive | User Added |
| RT @Yaremisxo: You hoes ain't worth losing sleep over | 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