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
Yall live for bitches and blunts. We live for weed and money!!!!!! Mixed Abusive User Added
Yall letting these hoes fuck you with the strap after you said no? Mixed Abusive User Added
Yall know Skip Bayless is about to slit his wrists over Romo! Lol Mixed Safe User Added
Yall hoes still play around with the wrong shit I see.. Smh. Mixed Abusive User Added
Yall hoes got nothing better to do than to gossip and play telephone. Mixed Abusive User Added
Yall don't want a nigga unless other bitches want him.. But when you get him you get mad cuz those same bitches still want him. 😕? Mixed Abusive User Added
Yall couldn't wAit till Halloween to dress up like hoes Mixed Abusive User Added
Yall can stop RTing that whataburger shit too cuz I'm still gon eat there. Shouldn't have ordered the chicken dumb bitch. Mixed Abusive User Added
Yall black ass hoes aint east African Mixed Abusive User Added
Yall bitches should be girlfriends for Halloween since yall been sidechiccs all year 😂😭😴 Mixed Abusive User Added
Yall bitches only muslim when yall hair fucked up ctfu stop that youngs!! Mixed Abusive User Added
Yall bitches be liking yall asses ate lmfao Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload 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