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rf_gaia_colors_flag1_20251218_094937_SUMMARY.txt
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Model: Gaia Colors Only → Corrected Teff (Flag 1 High Quality)
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================================================================================
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Model ID: rf_gaia_colors_flag1_20251218_094937
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Timestamp: 20251218_094937
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Description: Temperature prediction from Gaia photometry only, trained on high-quality flag 1 sources with corrected Teff
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Data Source: eb_unified_photometry_with_flags.parquet
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Target: teff_gaia_corrected
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Features: 6
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TRAIN SET PERFORMANCE:
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MAE: 163.5 K
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RMSE: 251.5 K
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R²: 0.9424
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Within 10%: 93.9%
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TEST SET PERFORMANCE:
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MAE: 195.5 K
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RMSE: 311.6 K
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R²: 0.9126
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Within 10%: 90.7%
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TOP 10 FEATURES:
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1. bp_rp 0.3601
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2. g_rp 0.2623
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3. g_bp 0.2065
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4. bp 0.0935
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5. g 0.0511
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6. rp 0.0265
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