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 |
|---|---|---|---|
| "@poppunksucks: Twitter is not a source of news broadcast you fucking retards" it is when nbc, abc, cnn, Fox, etc are all keeping quiet. | Mixed | Abusive | User Added |
| "@ozzie_garza: @white_thunduh I'm so sure bitch" frfr tf | Mixed | Abusive | User Added |
| "@ozzie_garza: @white_thunduh I'm about to cool faggot chill" tf is cool nigga | Mixed | Abusive | User Added |
| "@ortiz_jaylene: All I see is Bruno's bitch ass on my twitter now. wtf" Bruno's all that she sees (Drake voice) | Mixed | Abusive | User Added |
| "@oldpicsarchive: H.G.Wells and Charlie Chaplin http://t.co/sTiDDHK3WT" #History #Photography | Mixed | Safe | User Added |
| "@obey_jrock__: This is a true ride or die bitch 💯 http://t.co/bkwHX83fkW" what the fuck hahahahah | Mixed | Abusive | User Added |
| "@nohands_24: "@20ToLife_: "@nohands_24: "@DejaaLeeann_: @B_Coleman2 swears I'm #1 man" easily" easily" behind Austin" nip? | Mixed | Safe | User Added |
| "@morgandaylee: I'm feeling pretty fuckin ghetto" Smh | Mixed | Abusive | User Added |
| "@molssyo: One of us is on drugs, and its me but you're still wrong 😂 @currieburry" hahahahahahah im a bitch sometimes (: | Mixed | Abusive | User Added |
| "@molssyo: Lifes a bitch, and then you die Thats why we get high, cause you neva know when you're gonna go" my sister is perfect (: | Mixed | Abusive | User Added |
| "@midyWIDEY_: I'm rea start smacking bitches period !" Bluffin at its best | Mixed | Abusive | User Added |
| "@michelle_westt: Facts "@POONsoaker: Only the dudes with hoes say they don't got hoes”" @J_Austin12 | 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