model · method

position-aware CNN

position-aware CNN is the method recorded for enhancer prediction. This page preserves the configuration reported by A deep learning model for DNA enhancer prediction based on nucleotide position aware feature encoding.

1 evaluations · 1 metric rows

At a glance

Explanatory profile: limited source coverage · Automated source review, 2026-09-16. This does not change the review status of its results.

Inputs, outputs and configuration
Property	Description and evidence
Recorded dataset	human enhancer datasetA deep learning model for DNA enhancer prediction based on nucleotide position aware feature encoding · Table 2, Human section, CNN row, AUC column
Model type	Not extracted or verified for this record.
Known versions	Not extracted or verified for this record.
Training data	Not extracted or verified for this record.
Context limits	Not extracted or verified for this record.
Access	Not extracted or verified for this record.
Code licence	Not extracted or verified for this record.
Weights licence	Not extracted or verified for this record.

How it works

Recorded evaluation

The imported evaluation describes this procedure: Nucleotide position-aware feature encoding; average assessment of CNN classifier

A deep learning model for DNA enhancer prediction based on nucleotide position aware feature encoding · Table 2, Human section, CNN row, AUC column

Benchmarks and results

Release 2026-09-16-d74d282221a9 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard.

Evaluated configurationMetricEvidence origin

Results grouped by the exact reported evaluation
Metric and finding	Coverage and uncertainty	Evidence
position-aware CNN: enhancer prediction Model: position-aware CNN · Benchmark: enhancer prediction · Dataset: human enhancer dataset Nucleotide position-aware feature encoding; average assessment of CNN classifier Author-reported evaluation · Evaluation metadata: needs review
0.94 AUROC Unit: fraction · Direction: unknown	Uncertainty: not reported in legacy extract Scored: Not reported · Eligible: Not reported	source checkedA deep learning model for DNA enhancer prediction based on nucleotide position aware feature encoding · Table 2, Human section, CNN row, AUC column Source checking is not independent reproduction.

Strengths and limitations

Strengths and considerations

No source-reviewed explanatory claims are recorded here yet.

Limitations and conditions

This is an evidence-limited profile. The recorded evaluation context does not establish performance on other datasets or configurations.A deep learning model for DNA enhancer prediction based on nucleotide position aware feature encoding · Table 2, Human section, CNN row, AUC column

Profile review details

Reviewed the existing release record, its source pointer and linked evaluation context. This is not a fresh full-text architecture review or independent reproduction; numerical review status is unchanged.

Stable record: reported-model-d2c81acf1c42c4

Sources and history

Release 2026-09-16-d74d282221a9 · Record review: needs review

A deep learning model for DNA enhancer prediction based on nucleotide position aware feature encoding · Original source · version of record

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Technical metadata and extraction receipts

Stable ID: reported-model-d2c81acf1c42c4

areas: dna-genomes
entity level: method
version: Not reported
reported name: position-aware CNN
missing metadata: version: not_reported_in_legacy_extract; checkpoint revision: not_reported_in_legacy_extract; training data: not_reported_in_legacy_extract; licence: not_reported_in_legacy_extract

Related records

model: position-aware CNN: enhancer prediction

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