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maximuspowers/
muat-pca-10-medium-classifier

Training Dataset: <a href="https://huggingface.co/datasets/maximuspowers/muat-pca-10-medium" target="_blank" rel="noopener noreferrer" class="text-blue-400 hover:text-blue-300 underline underline-offset-2 transition-colors">maximuspowers/muat-pca-10-medium
Input Mode: signature
Number of Patterns: 14

Name: muat-pca-10-medium-classifier
Availability: InStock

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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	9.5%	21.3%	13.2%
sorted_ascending	8.3%	20.3%	11.8%
sorted_descending	9.1%	13.7%	10.9%
alternating	9.8%	26.4%	14.3%
contains_abc	10.6%	16.3%	12.8%
starts_with	2.8%	5.8%	3.7%
ends_with	9.7%	18.9%	12.8%
no_repeats	3.5%	5.1%	4.2%
has_majority	3.7%	2.1%	2.7%
increasing_pairs	9.6%	25.8%	14.0%
decreasing_pairs	7.3%	18.3%	10.5%
vowel_consonant	4.5%	4.8%	4.7%
first_last_match	7.3%	11.0%	8.7%
mountain_pattern	6.2%	9.5%	7.5%