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 @JakeEye3: after 4 hours and almost 8 pages i want to slit my wrists, but i guess ill just settle for sleep | Mixed | Safe | User Added |
| RT @JaiiiiiBree: Bought that hoe a tomb stone since she's dying for Attention 😑 R.I.P Bitch 💀 | Mixed | Abusive | User Added |
| RT @JaidTaylorLive: No ⛽️ for you hoes! | Mixed | Abusive | User Added |
| RT @JafricanFlow: This is so stupid 😂 RT @WestSideFlee: How you gone wife a bitch that let niggas lick on her head in public? | Mixed | Abusive | User Added |
| RT @JaeRawww: Y'all bitches who hit up the mall looking for new clothes need to hit up the gym 😂😂😂 those escalators not cutting it 😂😂😂 | Mixed | Abusive | User Added |
| RT @Jadelovescats: Cuddle with me and tell me I'm beautiful I'm a needy bitch | Mixed | Abusive | User Added |
| RT @JadedByPolitics: @Coondawg68 @velvethammer so damn stupid, someone needs to sit that bitch down & explain to her that #Communism is a p… | Mixed | Abusive | User Added |
| RT @JacobCavenee_: @1D_NIPPLES_ thanks bitch http://t.co/xdox4K8YQo | Mixed | Abusive | User Added |
| RT @JaclynDeeter: Well maybe you're a whore you stupid ugly homeless bitch | Mixed | Hate Speech | User Added |
| RT @JacksonBynum: You're an annoying cunt | Mixed | Abusive | User Added |
| RT @JackBPR: Alec Baldwin mocks Harris-Perry: ‘If I cry, will I be forgiven all my transgressions?’ http://t.co/9Oq5GTPmXx via @BizPacRevi… | Mixed | Safe | User Added |
| RT @JaazieL_: Bitches will tell you, it's all about the angles 💁 RT “@40oz_VAN: Watching my bitch take 25 selfies just to get that right 1.” | 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