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 |
|---|---|---|---|
| HOW “@darrenrovell: Deep Fried Sweet Tea on a graham cracker crust at State Fair of Texas (via @gravweldon) http://t.co/KVzhlmCsls” | Mixed | Safe | User Added |
| HOT ISIS SOCIAL MEDIA PHOTO: Laughing Jihadis Get Baby To Kick Severed Head – ***warning, graphic*** http://t.co/P4MiSIV5A1 #tcot #pjnet | Mixed | Safe | User Added |
| HOT ISIS SOCIAL MEDIA PHOTO: Laughing Jihadis Get Baby To Kick Severed Head – ***warning, graphic*** http://t.co/7Zr8daxNg4 #tcot #pjnet | Mixed | Abusive | User Added |
| HOT #ISIS SOCIAL MEDIA PHOTO: Laughing Jihadis Get Baby To Kick Severed Head – ***warning, graphic*** http://t.co/XdpSzwj6sK #lnyhbt #tgdn | Mixed | Safe | User Added |
| HBA trash | Mixed | Safe | User Added |
| HAHAHAHAHAHA RT "@itslostdory: 1st i stop swimmin den i fuq ur bitch" | Mixed | Abusive | User Added |
| HAHAHAHA I'm so happy that bitch just spilt all her coffee everywhere | Mixed | Abusive | User Added |
| HAHA “@BASEDNAFRICAN: "If ANY of you bitches even THINK about attacking me in the elevator...." http://t.co/cp2C1iQria” | Mixed | Abusive | User Added |
| H8 fake bitches | Mixed | Abusive | User Added |
| Guys that struggle to get pussy are the main niggas that bad talk women. He could get more pussy if he can learn how to stfu and chill | Mixed | Abusive | User Added |
| Guys so quick to talk shit to a bitch they would kiss ass to . | Mixed | Abusive | User Added |
| Guys say bros before hoes. I say food before dudes. | 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