You can deploy this model and start earning money today!

maximuspowers/
muat-fourier-5-large-classifier

Training Dataset: <a href="https://huggingface.co/datasets/maximuspowers/muat-fourier-5-large" target="_blank" rel="noopener noreferrer" class="text-blue-400 hover:text-blue-300 underline underline-offset-2 transition-colors">maximuspowers/muat-fourier-5-large
Input Mode: signature
Number of Patterns: 14

Name: muat-fourier-5-large-classifier
Availability: InStock

Views

No views yet

Pattern Classifier

This model was trained to classify which patterns a subject model was trained on, based on neuron activation signatures.

The model predicts which of the following 14 patterns the subject model was trained to classify as positive:

Optimizer: adam
Learning Rate: 0.001
Batch Size: 16
Loss Function: BCE with Logits (with pos_weight for training, unweighted for validation)

Pattern	Precision	Recall	F1 Score
palindrome	17.0%	32.1%	22.2%
sorted_ascending	18.3%	76.1%	29.5%
sorted_descending	10.9%	93.1%	19.5%
alternating	13.1%	62.6%	21.6%
contains_abc	11.6%	98.9%	20.7%
starts_with	9.4%	34.0%	14.7%
ends_with	81.1%	35.3%	49.2%
no_repeats	13.3%	8.3%	10.3%
has_majority	0.0%	0.0%	0.0%
increasing_pairs	9.5%	69.1%	16.8%
decreasing_pairs	13.2%	99.1%	23.3%
vowel_consonant	0.0%	0.0%	0.0%
first_last_match	7.1%	3.2%	4.4%
mountain_pattern	19.7%	32.4%	24.5%