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
25504 Records| Phrase Text | Dialect | Category Label | Source |
|---|---|---|---|
| Saw my dog humpin this female dog the other day. Now the female is waiting outside my door for a quick hook up. My dog gets bitches! | Mixed | Abusive | User Added |
| Saw brownies on the kitchen counter, bit into one and immediately a surge of pain and spice hit my tongue. Chili flakes. Eff you, Brian. | Mixed | Safe | User Added |
| Saw a vine of Kobe calling Dwight Howard "you a bitch ass nigga" | Mixed | Abusive | User Added |
| Saw 5 pick up a dime off the floor with her toes. Apparently my "monkey toes" gene is strong with that one. | Mixed | Safe | User Added |
| Savage can fuck right off, shirty cunt | Mixed | Abusive | User Added |
| Sapete che? Vi odio..... ho finito.. | Mixed | Safe | User Added |
| Same. RT @TylerIAm That was back when i found myself listening to mad """"""real hip hop"""""". Zero bitches in sight | Mixed | Abusive | User Added |
| Same shit RT @Che_TheYello1: But your bm tho? ... "@viaNAWF: If my ex wanna go fuck my enemy, may God be with her. Ain't my hoe no more." | Mixed | Abusive | User Added |
| Same reason u look like anthony davis with them eyebrows"@RyanH_Slick: Why the fuck do niggers act so different when girls are around?:-S" | Mixed | Hate Speech | User Added |
| Same people bitchin about jetpacks and shit in AW are counting down the days until it comes out buncha fags. | Mixed | Abusive | User Added |
| Same niccas tryna be around me .. The same niccas that used to down me! | Mixed | Abusive | User Added |
| Same hoes with they ass out tonight gonna be singing "Jesus Loves Me" in the morning | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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