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
Left my calc final singing I'm a boss ass bitch if that's any indication on how that went.... Mixed Abusive User Added
Left a nice little message in his inbox so he deleted the comment where he called me a bitch 😂 these… http://t.co/qRUvCVNepv Mixed Abusive User Added
Lebron is such a pussy.. always has to get picked up for cramps and shit Mixed Abusive User Added
Lebron gone dunk that hoe like that with ease Mixed Abusive User Added
Lebron Warm up jacket full then a bitch Mixed Abusive User Added
Leave the bitchen to bitches Mixed Abusive User Added
Leave it up to me it would've been in the trash.... All of it. Mixed Safe User Added
Leave it up to Ronson to make my ass laugh when I'm heated.... Fucking bitch ... Mixed Abusive User Added
Leave it to the bitch thats sharing her pussy with everyone to fuck up the relationship of the only people in love in the house Mixed Abusive User Added
Leave it 2 #teabaggers 2 whine about infrastructure when they r the ones who won't pay for it. Waiting on god to fix it? #morningjoe Mixed Safe User Added
Leave a nicca traumatized Mixed Abusive User Added
Leap tall hoes in a single bound. 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