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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| RT @imlovinglucy: - you ain't a bad bitch if you got bad habits !!! . | Mixed | Abusive | User Added |
| RT @im_jessicaaaaa: @joytooawesome @vintage_monroe_ eat my pussy😛😺💦💦 | Mixed | Abusive | User Added |
| RT @imGuccinizz: Quit it with that you got hoes shit you ain't got a got damn thanggg witcha ugly ass !!!!!!! | Mixed | Abusive | User Added |
| RT @imGONZOE: Im hooked on money.. The pussy and weed is just a bonus! | Mixed | Abusive | User Added |
| RT @imFindDory: lol when bitches tryna chill with me like do u kno who i am? im the mother fuxin Dory hoe I TOUCHED THE BUTT | Mixed | Abusive | User Added |
| RT @imDOPE_GetHigh: @Whackko man some lame niggah when I find him I'm unfollowing TF out his ass! | Mixed | Hate Speech | User Added |
| RT @ilywhitesiders: Jacob needs to stop being a little bitch and follow me on Instagram | Mixed | Abusive | User Added |
| RT @iluvdrugz: if a bitch dont act crazy over you , she dont really want you. 👐 | Mixed | Abusive | User Added |
| RT @illroots: The radio is trash. | Mixed | Safe | User Added |
| RT @illi708: the easy way out RT @BiggieBOSSMane While you females calling them hoes asking if they want ketchup with they fries. http://t… | Mixed | Abusive | User Added |
| RT @illesttam: "go talk to your hoes" https://t.co/oXa8IqqFjR | Mixed | Abusive | User Added |
| RT @illest_qveen: im sick of bitches , bitching about other bitches 😒 | 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