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
Audio: Happy Valentines Day bitches.  Now play this while you get laid. http://t.co/x70OTlH3 Mixed Abusive User Added
Auburnnn hoe Mixed Abusive User Added
Attention one and all. @JordanWright23 just motoroboated my knees. Someone get this jiggaboo some water. She #thirsty. Mixed Abusive User Added
Ate the receivers really fast or is pass coverage trash? Mixed Safe User Added
At work but wish I was floating in my 15 ft., on sale at Walmart, redneck pool that my husband probably hasn't cleaned since last weekend. Mixed Safe User Added
At this rate, I'd cheer for the awful New York Yankees over the St. Louis Cardinals. Mixed Safe User Added
At the end of the day seniors still love that young fresh pussy from west case closed Mixed Abusive User Added
At the doctors with sam shes such a pussy the had to put a cotton swab in her nose and she just about started to cry -_- @SamRomero95 Mixed Abusive User Added
At the bar in downey wit my uncle, this niggah faded hopefully he doesnt get us into a fight lmao Mixed Abusive User Added
At the Mexican laundry mat and it's PACKED denna hoe Mixed Abusive User Added
At the MLK march tryna find a man bitch we see U Mixed Abusive User Added
At pussy cat lounge killin it with my girlz @blaqdior and @hpmiss 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