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 |
|---|---|---|---|
| RT @D_41395: And I aint got time for bitches , gotta keep my mind on my mothafuckin riches | Mixed | Abusive | User Added |
| RT @DTAVohn269: Best said by @iSpeakMut "there's a storm brewing bitch" lmao | Mixed | Abusive | User Added |
| RT @DS_Arrogance: Hahaha these niggas funny ask💀💀💀RT“@1BookieG: @DS_Arrogance @HG_Shit I bet I can pull at lease 3 bitches with them 😂😂” | Mixed | Abusive | User Added |
| RT @DRUDGE_REPORT: Shy bladder group protests Rob Lowe DIRECTV ad... http://t.co/d5YxglIoKL | Mixed | Safe | User Added |
| RT @DRNRDX: @BrandonFxrd you're not safe pussy boy looooool http://t.co/TocJ1WxRYK | Mixed | Hate Speech | User Added |
| RT @DNAinfoCHI: The new nature area replacing Indian Boundary Park's former zoo is expected to attract a variety of migratory birds http://… | Mixed | Safe | User Added |
| RT @DJsir_freshley: 🎯🎯🎯RT @GuruJeremy Bitches are only "moral" when it comes to sex... when it's convenient for them. Otherwise they hoe th… | Mixed | Abusive | User Added |
| RT @DJ_MARVZ: Chris brown got no chill button..... Why sell a bitch out on social media tho? Like not even a subliminal, buddy took time to… | Mixed | Abusive | User Added |
| RT @DJ_Leezy: @TheKaosYatti @JMuggaaa ya mom lick ass for Christmas gifts bitch lol | Mixed | Abusive | User Added |
| RT @DJ_Leezy: @TheKaosYatti @JMuggaaa bitch ya mom take it in the ass for the light bill bitch 😂 | Mixed | Abusive | User Added |
| RT @DJ_Cellophane: oomf pussy probably taste like the Krabby patty secret formula. | Mixed | Abusive | User Added |
| RT @DJZeeti: niggas tweet about wanting a "good girl" while giving "hoes" attention ALL day | 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