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
Breaking yo bitch like a KitKat nigga Mixed Abusive User Added
Breaking News: ur a little bitch Mixed Abusive User Added
Breakfast of champions shrimp lobster balls (no sandusky) French fries nd a nice big Quahog (clam for… http://t.co/UajUkcoAfV Mixed Safe User Added
Breakfast fried chicken jerk chicken Tater tots white rice nd press yellow rice nd beans Mac nd cheese http://t.co/Usz8gJnZl0 Mixed Safe User Added
Break shit fuck the law....grrrr...fuck that shit...punch that bitch! Mixed Abusive User Added
Brandon Jennings trash Mixed Safe User Added
Brag to you about the hoes he hittin and when you ask for a pic he show you some sorry ass female.. Then all you can do is laugh.. Mixed Abusive User Added
Brag bout your hoes, you prolly get 0 to no pussy. Mixed Abusive User Added
Brady heard yall say he was washed, now he washing the league on you hoe ass niggas. Mixed Hate Speech User Added
Brad Pitt is older than Charlie Sheen. What the fuckkkkkkkkkkkkk. Mixed Abusive User Added
Brackin in da bity boolin wit sum bitches straight bleedin Mixed Abusive User Added
Boyyyyy if I had a bitch who pussy taste lil mama's spaghetti.... THAT WOULD B 1 HAPPY BITCH!!!… http://t.co/2Qy0dQokmg 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