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
@PlasticDom can we plz go to Starbucks and do that. Ebola sounds like a really ghetto hood name tbh. Mixed Abusive User Added
@PlannedSickDays hey, do you have that screen shot of djk's wiki page being updated regarding the trash can incident? Mixed Safe User Added
@Pipe_Tyson Me? Nigga YOU the pussy. I got hands for you dawg! Mixed Abusive User Added
@PinkChocolateBK I thought it was beyond retarded & not scary at all! Mixed Abusive User Added
@Pinche_Escobar too make up for your yellow chompers? #candyass Mixed Safe User Added
@PinchSuckBlow lmoa @ high as giraffe pussy Mixed Abusive User Added
@PimpBillClinton @tareksaadmisr that's Arabic for "you one pussy gettin motha fucka" Mixed Abusive User Added
@Piercethetit @Xenoss_ I don't love these hoes Mixed Abusive User Added
@PhilHecken I don’t understand how it’s weak to give anything to Jeter when the Astros barely have any history with the Yankees Mixed Safe User Added
@PhantomGourmet Someone gave me a nip of Baileys irish cream coffee, what can i use it with,suggestions? Mixed Safe User Added
@PeterClifford1 @Penny_G @AngryBraveHeart @SheikhKhalifaPM love H.birds! Used to feed them when I lived in WA state. Hv them on mtn in S.Ore Mixed Safe User Added
@Pete_OR i prefer zebra visually. Didn't know about lesser costs. 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