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maximuspowers/
muat-mean-std-fourier-5-pca-10-medium-classifier

Training Dataset: <a href="https://huggingface.co/datasets/maximuspowers/muat-mean-std-fourier-5-pca-10-medium" target="_blank" rel="noopener noreferrer" class="text-blue-400 hover:text-blue-300 underline underline-offset-2 transition-colors">maximuspowers/muat-mean-std-fourier-5-pca-10-medium
Input Mode: signature
Number of Patterns: 14

Name: muat-mean-std-fourier-5-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	20.0%	33.3%	25.0%
sorted_ascending	35.1%	54.5%	42.7%
sorted_descending	11.2%	100.0%	20.2%
alternating	18.5%	80.5%	30.1%
contains_abc	22.2%	78.4%	34.6%
starts_with	12.7%	63.3%	21.1%
ends_with	66.0%	50.0%	56.9%
no_repeats	12.1%	44.6%	19.1%
has_majority	0.0%	0.0%	0.0%
increasing_pairs	18.8%	62.0%	28.9%
decreasing_pairs	10.4%	96.3%	18.7%
vowel_consonant	0.0%	0.0%	0.0%
first_last_match	38.5%	13.0%	19.4%
mountain_pattern	12.0%	86.5%	21.0%