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
Paper over pussy cause pussy Bring problems #PoweroftheP Mixed Abusive User Added
Pantera - 5 Minutes Alone http://t.co/SrN5Yc16 @chrisrock 5 minutes, pussy boy..I'll crush you. Mixed Hate Speech User Added
Panda Express is so trash but I wanted Chinese and didn't feel like gettin out the car Mixed Safe User Added
Palin mocks Obama, on Russia rhetorically asks "who could have seen this coming," the crowd goes wild #CPAC2014 Mixed Safe User Added
Painting bitches on rooftops, b/c bitches love rooftops Mixed Abusive User Added
Paige better text a bitch lol Mixed Abusive User Added
Paid dis much for da belt, I betta crack a bitch Mixed Abusive User Added
Padre /Yankee/Angel fans need to stfu Mixed Safe User Added
Paceys just told me about how flash was touching himself and he was turning yellow and black.. #whatwashedoing 😂😂 Mixed Safe User Added
PSA: Reduced Fat Oreos are waxy and don't soften properly when dunked in milk. STAY AWAY FROM THEM, THEY'RE UNNATURAL! #DietSchmiet @Oreo Mixed Safe User Added
POLLOS A L'AST Dos pollos estaban dando vueltas en una pollería mientras los estaban cocinando a l'ast, cuando... http://t.co/fXeEAJmyfZ Mixed Safe User Added
PND is my jigga man. Mixed Safe 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