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 @Kiss_MyBeautyy: I'd rather argue & make up 😘 then fight 👊💥💢 & break up , 🏃💃✌️cause 💦 thirsty bitches 👯 love to see happy 😊🏡 homes FUC… | Mixed | Abusive | User Added |
| RT @KissMy_klASSy: Exactly. .same shit I said>>> @Im_Yung_Jay: So nobody think Mimi was outta line for inviting Stevie J to the gay nicca v… | Mixed | Hate Speech | User Added |
| RT @KissMySmilee: lmfaooo, like is this bitch alanah serious ? | Mixed | Abusive | User Added |
| RT @KiraLaJasmine: Shout out to my mama cause she ain't raise no hoe | Mixed | Abusive | User Added |
| RT @Kinloch_Bang: Y'all hoes and y'all plastic ass bodies maaaaan smh | Mixed | Abusive | User Added |
| RT @KinkyGoose: Eat mangos, get bitches. To be honest, I don't do either of these.😂 | Mixed | Abusive | User Added |
| RT @Kings_Groove: “@Shane_A1: @Kings_Groove 😂😂😂 nicca said "imma slap ya daddy out den put em n da Yo" 💀 he still that nigga when he aint s… | Mixed | Abusive | User Added |
| RT @King____J: One nigga from the past told me one thing I'd never forget "one mans trash is another mans treasure" | Mixed | Abusive | User Added |
| RT @King_Shawn_6: “@white_thunduh: Dez is caked up with some bitch or something cause hes not playing like Dez Bryant”😂😂😂😭😭 God dammit Patr… | Mixed | Abusive | User Added |
| RT @King_Lonnie_19: "@TaeCocky: Rihanna is a talented hoe" http://t.co/uL4ePHA2qy | Mixed | Abusive | User Added |
| RT @King_Gerry_R: Remember all the trash on the floor of your car? We upgraded it & put Wale's The Gifted so it feels like your old car htt… | Mixed | Safe | User Added |
| RT @KingUlyssesIV: These bitches aint shit & pussy is my greatest vice I love smokin weed, i hate advice | 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