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 |
|---|---|---|---|
| Damn "@JonnieSantana: It's kinda trash man RT "@80sbaby4life: How many of you actually have had a threesome. Honestly"" | Mixed | Abusive | User Added |
| Dam this niggah trippin off ecstasy | Mixed | Abusive | User Added |
| Dam i just gotta hope that niggah dont snitch | Mixed | Abusive | User Added |
| Dallas hoe RT @beanreturns: Why http://t.co/D6HAlItFmP | Mixed | Safe | User Added |
| Daiya Nagore gets her pussy fucked and sucks cock for pleasure. http://t.co/7a44FXx8Oy | Mixed | Abusive | User Added |
| Dafuq is floppy bird ? | Mixed | Safe | User Added |
| Daddy cracker and a few bad bitches... | Mixed | Abusive | User Added |
| Dad: Why are your eyes so red? Son: I smoked weed, Dad. Dad: Don't lie to me, you were crying because you are a faggot. | Mixed | Abusive | User Added |
| Dad just yelled out "in bout to fry some chicken like a nigger" | Mixed | Hate Speech | User Added |
| Dad called me a border hopper | Mixed | Safe | User Added |
| Dad brought me home a watermelon eegee, but I don't like it so it's going in the trash 🚮 | Mixed | Safe | User Added |
| Dad bought me a brownie shake #lovehim | Mixed | Safe | 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