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 |
|---|---|---|---|
| RT @paulabruederle: Some birds aren't meant to be caged | Mixed | Safe | User Added |
| RT @paul_lander: Yesterday, the caged bird sang the blues. RIP #MayaAngelou. | Mixed | Safe | User Added |
| RT @paul_lander: Charlie Sheen is engaged to a porn star. I can't be the only one thinking she can do a lot better. | Mixed | Safe | User Added |
| RT @pattonoswalt: Who spotted the looming yellow crown on tonight's #TrueDetective? http://t.co/MUa60ppVeL | Mixed | Safe | User Added |
| RT @patbeeh95: @iDocLyfe Rick James ain't even slap his bitches that hard | Mixed | Abusive | User Added |
| RT @papo_fonseca: Niqqas talk more then bitches these days. | Mixed | Abusive | User Added |
| RT @papigabs: where's the girl I could pack this bowl with? I know u out there hoe, quit playing | Mixed | Abusive | User Added |
| RT @papichuIo: My soul mate probably some ho around the corner | Mixed | Abusive | User Added |
| RT @pandaapussy: The day I have clear skin will be the day I'm the happiest cockiest bitch alive | Mixed | Abusive | User Added |
| RT @pambesteder: **WOW* according to this tweet by @Tarascan68 Obama must have been an Uncle Tom? http://t.co/Klcsgy9JPW | Mixed | Safe | User Added |
| RT @paigelebeau1: It's unfortunate that everyone thinks I'm a bitch before they even meet me #chronicbitchface #sorryimscary 😛😁 | Mixed | Abusive | User Added |
| RT @paidinfull_4: “@brennonthekidd_: what would u do? .. 😱 http://t.co/RisLnwWIeR”kick that bitch down the stairs! | 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