[Test Result] ADIF Log Validation — Multi-Log Comparison

[KI7MT]

Test Type

Test-8: ADIF Log Validation

Results Summary

Log Source	QSOs	Recall	Notes
LoTW	33,546	25.72%	Full validation
QRZ	47,309	26.49%	Full validation
eQSL	23,877	N/A	Missing GRIDSQUARE

System Info

Model	v20 (Production)
Device	mps
ionis-validate	v0.2.3

Recall by Mode (LoTW)

Mode	Recall	QSOs
Digital	98.59%	3,914
CW	36.61%	6,268
RTTY	11.31%	19,049
SSB	7.42%	4,315

Recall by Band (LoTW)

Band	Recall	QSOs
30m	68.36%	1,672
12m	66.33%	398
17m	65.80%	1,000
15m	25.97%	4,971
10m	25.79%	2,350
40m	24.18%	7,578
20m	20.91%	12,595
80m	9.03%	1,551
160m	4.27%	1,430

Analysis

1. Mode pattern: Digital (FT8/WSPR) ~98% recall expected — these modes define the model's training data
2. Band pattern: WARC bands (30/17/12m) highest recall — less contesting noise
3. Static indices: 25-26% baseline with fixed SFI=150, Kp=2
4. eQSL limitation: Export lacks GRIDSQUARE field — recommend documenting

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ionis-validate v0.2.3