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Classification for Landslide Detection

1 000 CHF
Completed (7 months ago)
Classification
Earth Observation
Python
GIS
Computer Vision
Machine Learning
Deep Learning
993 joined
303 active
Starti
Apr 17, 25
Closei
Aug 04, 25
Reveali
Aug 04, 25
Evaluation Always Returns 0.000 — with SampleSubmission.csv
28 Jul 2025, 19:20 · 2

Hello Zindi Team,

Please I need your input/ recommendations on this.

All my submissions returns a score of 0.000 — when i submitted the official SampleSubmission.csv. A file with all label between 0 and 1 (all int). Could you please confirm whether the evaluation pipeline is functioning correctly? Thank you,

Discussion 2 answers
User avatar
crossentropy
Federal university of Technology, Akure

I think the submission file has all 0's, it only makes sense that the score is 0

When computing F1, recall is taken into consideration, and since there are no 1's in the sample submission, all true positives are missed, thus automatically reducing the recall score to 0. So automatically, the F1 will be 0

28 Jul 2025, 19:25
Upvotes 0

Thank you for your response. I totally understand you.

But, on a serious note, some of the sample submission file has 1's (all true positives), but the number of 0's far outweigh the number of 1's.