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
@EatMyTattoos that was real nicca shit tho lol Mixed Abusive User Added
@EakaErick I wouldn't share a wave with those trash cans Mixed Safe User Added
@EaglesandHeat @Bpfillherup @SoleUniv nigga you done bumped yo head. Li nings fire but Kobe 9 Elite golds are trash!? http://t.co/NaadECTQAk Mixed Abusive User Added
@EaTMyTweetZz text me, we don't noisy hoes watching Mixed Abusive User Added
@EaTMyTweetZz Huh? I been with Verizon for 4 years bitch. Mixed Abusive User Added
@EaTMyTweetZz @LilButtSHAR that bitch hit the chick when she won't looking.. That shit weak af Mixed Abusive User Added
@EZadick don't fail bitch Mixed Abusive User Added
@EVBY_HATES_ASH that bitch wants everybody out though.. thats the same shit she did to me at one point Mixed Abusive User Added
@EJTHR33 You do got alla da hoes.. Mixed Abusive User Added
@EGP_Guamo @SonicBoomBrad I'm assuming it would look something like a bitch slap and a Dickpunch Mixed Abusive User Added
@EASPORTSFIFA next update, would be AMAZIN if two celebrations were added. 1: Shirt off ( we'll take the yellow) and 2: The RKO Mixed Safe User Added
@DylanKwinnn should be going to free birds anyways 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