Dataset: wisconsin
Round ID: 125
Prompt used:
Predict the classification based on the following rules. Use the first rule that matches:
1. If mean_atmospheric_depth >= 6.7 AND mean_surface_roughness >= 200, predict Fylaran.
2. Else if max_atmospheric_depth >= 7.0 AND mean_surface_roughness >= 100, predict Fylaran.
3. Else if mean_core_density >= 0.92 AND mean_atmospheric_depth < 6.2, predict Qtharri.
4. Else if max_atmospheric_depth >= 6.8 AND mean_surface_roughness >= 100, predict Fylaran.
5. Else if mean_atmospheric_depth >= 6.2 AND mean_surface_roughness >= 400 AND mean_core_density < 0.92, predict Fylaran.
6. Else (if none of the above conditions is met), predict Qtharri.
Classification:
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 26 6
Actual Qtharri 1 33
Accuracy: 0.894
Precision: 0.963
Recall: 0.812
F1 Score: 0.881
Examples for Correctly predicted Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 2.97603964020825
mean_surface_roughness: 358.5
mean_magnetosphere_extent: 4.81299703319041
mean_atmospheric_depth: 6.9985096422506
mean_tidal_distortion: 264.0
mean_core_density: 0.903668895716609
mean_ring_system_complexity: 0.870322019147084
mean_impact_crater_count: 0.928237925945178
mean_axial_symmetry: 205.5
mean_cloud_turbulence: 119.0
orbital_radius_error: 0.923525852372309
surface_roughness_error: 1.3597793938724
magnetosphere_extent_error: 2.37318351587061
atmospheric_depth_error: 9.67160793250016
tidal_distortion_error: 0.103682206766639
core_density_error: 0.164984847789123
ring_system_complexity_error: 0.225410736212808
impact_crater_count_error: 0.13823892360692
axial_symmetry_error: 0.151426549851735
cloud_turbulence_error: 0.0649384323802169
max_orbital_radius: 3.10503500844444
max_surface_roughness: 359.0
max_magnetosphere_extent: 4.94805041890463
max_atmospheric_depth: 7.24708058458576
max_tidal_distortion: 301.5
max_core_density: 0.825286787158538
max_ring_system_complexity: 0.743715603153354
max_impact_crater_count: 0.870322019147084
max_axial_symmetry: 82.0
max_cloud_turbulence: 182.0
Examples for Falsely predicted Qtharri when it should have been Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.59897910604785
mean_surface_roughness: 120.0
mean_magnetosphere_extent: 4.42568460401334
mean_atmospheric_depth: 6.16981991563206
mean_tidal_distortion: 559.0
mean_core_density: 0.854700854700855
mean_ring_system_complexity: 0.863707030575229
mean_impact_crater_count: 0.925163522652629
mean_axial_symmetry: 487.0
mean_cloud_turbulence: 541.0
orbital_radius_error: 0.57835974963685
surface_roughness_error: 0.943504107039286
magnetosphere_extent_error: 1.48895936814945
atmospheric_depth_error: 5.21440312979348
tidal_distortion_error: 0.0866602561731732
core_density_error: 0.182893411581719
ring_system_complexity_error: 0.191624633072056
impact_crater_count_error: 0.106630202100531
axial_symmetry_error: 0.147139389695622
cloud_turbulence_error: 0.0712881476824865
max_orbital_radius: 2.80154054418955
max_surface_roughness: 232.0
max_magnetosphere_extent: 4.64822967544854
max_atmospheric_depth: 6.61015754174298
max_tidal_distortion: 553.0
max_core_density: 0.655780706931602
max_ring_system_complexity: 0.651253663301856
max_impact_crater_count: 0.851716208159441
max_axial_symmetry: 536.0
max_cloud_turbulence: 549.0
Examples for Falsely predicted Fylaran when it should have been Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 2.73890266458497
mean_surface_roughness: 512.0
mean_magnetosphere_extent: 4.57275029473198
mean_atmospheric_depth: 6.48829266123012
mean_tidal_distortion: 177.0
mean_core_density: 0.890471950133571
mean_ring_system_complexity: 0.908347715505496
mean_impact_crater_count: 0.962556550197324
mean_axial_symmetry: 354.5
mean_cloud_turbulence: 355.0
orbital_radius_error: 0.504182506638221
surface_roughness_error: 1.03874924789383
magnetosphere_extent_error: 1.61709616287962
atmospheric_depth_error: 4.80728613668877
tidal_distortion_error: 0.0844866853415377
core_density_error: 0.215708136146971
ring_system_complexity_error: 0.195678307433399
impact_crater_count_error: 0.107796103825695
axial_symmetry_error: 0.14380542409798
cloud_turbulence_error: 0.0781728853247723
max_orbital_radius: 2.84607149899958
max_surface_roughness: 478.0
max_magnetosphere_extent: 4.74057482299429
max_atmospheric_depth: 6.69691078325494
max_tidal_distortion: 304.0
max_core_density: 0.704126179411351
max_ring_system_complexity: 0.712250712250712
max_impact_crater_count: 0.892458723784025
max_axial_symmetry: 429.5
max_cloud_turbulence: 490.5
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.62900699376176
mean_surface_roughness: 232.0
mean_magnetosphere_extent: 4.43307614934957
mean_atmospheric_depth: 6.22910254457264
mean_tidal_distortion: 342.0
mean_core_density: 0.912858525185767
mean_ring_system_complexity: 0.96256581543763
mean_impact_crater_count: 0.977373796608513
mean_axial_symmetry: 225.5
mean_cloud_turbulence: 218.0
orbital_radius_error: 0.51526692111953
surface_roughness_error: 1.04642247682282
magnetosphere_extent_error: 1.33341666406266
atmospheric_depth_error: 4.51109742745598
tidal_distortion_error: 0.0727530068107154
core_density_error: 0.128879788950789
ring_system_complexity_error: 0.143909693905588
impact_crater_count_error: 0.0904378239455152
axial_symmetry_error: 0.132211951048307
cloud_turbulence_error: 0.0533666562565053
max_orbital_radius: 2.7239235502585
max_surface_roughness: 261.0
max_magnetosphere_extent: 4.53130833738964
max_atmospheric_depth: 6.43470701955018
max_tidal_distortion: 256.0
max_core_density: 0.823655382587925
max_ring_system_complexity: 0.852442247037763
max_impact_crater_count: 0.92656079165354
max_axial_symmetry: 266.5
max_cloud_turbulence: 271.5
Round ID: 302
Prompt used:
Classification Rules for Cosmic Entities (Further Extended):
IMPORTANT: Apply these rules in the listed order. Once a rule matches, use its classification and stop.
1. High Confidence Qtharri Identification Rules (Apply first):
- If mean_ring_system_complexity >= 0.99 AND mean_impact_crater_count >= 0.99, classify as Qtharri immediately.
- If mean_ring_system_complexity > 0.96 AND mean_impact_crater_count > 0.975, classify as Qtharri regardless of other factors.
- If mean_impact_crater_count > 0.98 AND mean_cloud_turbulence < 350, classify as Qtharri regardless of other factors.
- If mean_axial_symmetry < 50 AND mean_cloud_turbulence < 50 AND mean_orbital_radius > 2.6, classify as Qtharri.
- If mean_tidal_distortion < 120 AND mean_impact_crater_count > 0.96 AND mean_cloud_turbulence < 180, classify as Qtharri.
- If orbital_radius_error < 0.45 AND atmospheric_depth_error < 4.0 AND mean_impact_crater_count > 0.96, classify as Qtharri.
2. High Confidence Fylaran Identification Rules (Apply second):
- If mean_cloud_turbulence > 500 AND mean_orbital_radius > 2.5, classify as Fylaran.
- If mean_cloud_turbulence > 450 AND mean_orbital_radius > 2.65 AND mean_tidal_distortion > 400, classify as Fylaran.
- If mean_tidal_distortion > 530 AND mean_orbital_radius > 2.6, classify as Fylaran.
- If orbital_radius_error > 0.85 AND atmospheric_depth_error > 9.0, classify as Fylaran.
- If atmospheric_depth_error > 10.0, classify as Fylaran.
3. Primary Orbital Classification:
- If mean_orbital_radius > 2.95, classify as Fylaran.
- If mean_orbital_radius < 2.4, classify as Qtharri.
4. Surface and Atmosphere Rules:
- If mean_atmospheric_depth > 6.85, classify as Fylaran.
- If max_orbital_radius > 3.05, classify as Fylaran.
- If mean_atmospheric_depth < 5.9, classify as Qtharri.
5. Combined Feature Rules for Boundary Cases (when mean_orbital_radius is between 2.4 and 2.95):
- If mean_orbital_radius is between 2.4 and 2.7 AND mean_cloud_turbulence > 350 AND mean_impact_crater_count < 0.96, classify as Fylaran.
- If mean_orbital_radius is between 2.4 and 2.7 AND mean_axial_symmetry > 500, classify as Fylaran.
- If mean_orbital_radius is between 2.4 and 2.7 AND mean_tidal_distortion > 500, classify as Fylaran.
- If mean_orbital_radius is between 2.6 and 2.8 AND mean_atmospheric_depth < 6.35 AND mean_cloud_turbulence < 250 AND mean_tidal_distortion < 300 AND mean_impact_crater_count > 0.96, classify as Qtharri.
- If mean_orbital_radius is between 2.7 and 2.85 AND mean_atmospheric_depth > 6.5 AND max_orbital_radius < 2.85 AND mean_cloud_turbulence < 150 AND mean_tidal_distortion < 300, classify as Qtharri.
- If mean_orbital_radius is between 2.6 and 2.8 AND mean_ring_system_complexity < 0.8, classify as Fylaran.
- If mean_orbital_radius is between 2.8 and 2.9 AND mean_impact_crater_count > 0.97 AND mean_cloud_turbulence < 100, classify as Qtharri.
- If mean_orbital_radius is between 2.8 and 2.95 AND mean_cloud_turbulence < 80 AND mean_axial_symmetry < 150, classify as Qtharri,
EXCEPT if (mean_atmospheric_depth > 6.6 AND mean_tidal_distortion < 300 AND mean_ring_system_complexity > 0.93), in which case classify as Fylaran.
6. Fylaran-leaning Boundary Rules:
- If mean_orbital_radius is between 2.65 and 2.75 AND mean_atmospheric_depth is between 6.3 and 6.5 AND mean_cloud_turbulence > 250, classify as Fylaran.
- If mean_orbital_radius is between 2.75 and 2.87 AND mean_atmospheric_depth is between 6.5 and 6.75 AND mean_cloud_turbulence > 180 AND mean_tidal_distortion > 350, classify as Fylaran.
- If mean_orbital_radius is between 2.65 and 2.8 AND mean_atmospheric_depth > 6.25 AND mean_tidal_distortion > 250 AND mean_cloud_turbulence > 175, classify as Fylaran.
- If mean_orbital_radius is between 2.7 and 2.85 AND mean_atmospheric_depth > 6.45 AND mean_tidal_distortion > 350, classify as Fylaran.
- If mean_orbital_radius is between 2.5 and 2.7 AND mean_cloud_turbulence > 400 AND mean_tidal_distortion > 300, classify as Fylaran.
- If mean_orbital_radius is between 2.6 and 2.85 AND mean_cloud_turbulence > 300 AND mean_axial_symmetry > 450, classify as Fylaran.
7. Error Measurement and Feature Combination Rules:
- If orbital_radius_error > 0.65 AND atmospheric_depth_error > 5.5 AND mean_orbital_radius > 2.7 AND mean_tidal_distortion > 300, classify as Fylaran.
- If orbital_radius_error > 0.65 AND atmospheric_depth_error > 6.0 AND mean_orbital_radius > 2.65, classify as Fylaran.
- If orbital_radius_error < 0.48 AND core_density_error < 0.12 AND mean_impact_crater_count > 0.96 AND mean_cloud_turbulence < 150, classify as Qtharri.
- If max_orbital_radius > 2.9 AND mean_atmospheric_depth > 6.7 AND orbital_radius_error > 0.6, classify as Fylaran.
8. Specific Rules for Edge Cases:
- If mean_orbital_radius is between 2.55 and 2.7 AND mean_atmospheric_depth is between 6.0 and 6.35 AND mean_cloud_turbulence > 400 AND mean_axial_symmetry > 350, classify as Fylaran.
- If mean_orbital_radius is between 2.7 and 2.8 AND mean_atmospheric_depth > 6.35 AND mean_tidal_distortion > 300, classify as Fylaran.
- If mean_orbital_radius is between 2.65 and 2.75 AND mean_tidal_distortion > 400 AND mean_impact_crater_count < 0.96, classify as Fylaran.
- If mean_orbital_radius is between 2.8 and 2.95 AND mean_atmospheric_depth > 6.6 AND mean_cloud_turbulence > 150, classify as Fylaran.
- If mean_orbital_radius is between 2.75 and 2.95 AND mean_atmospheric_depth > 6.5 AND mean_tidal_distortion > 250 AND mean_axial_symmetry > 200, classify as Fylaran.
9. Additional Specific Overriding Rules for High Ring Complexity and Crater Count:
- If mean_orbital_radius < 2.65 AND mean_ring_system_complexity > 0.93 AND mean_impact_crater_count > 0.96 AND mean_tidal_distortion < 400 AND mean_cloud_turbulence > 350,
classify as Qtharri. (This corrects certain false positives at lower orbital radii.)
- If mean_orbital_radius is between 2.75 and 2.8 AND mean_atmospheric_depth > 6.55 AND mean_ring_system_complexity > 0.93 AND mean_impact_crater_count > 0.96 AND mean_cloud_turbulence < 250,
classify as Fylaran. (This corrects certain false negatives in that orbital range.)
10. Tie-Breaking Rules (if none of the above apply):
- If mean_cloud_turbulence > 350 AND mean_orbital_radius > 2.5, classify as Fylaran.
- If mean_axial_symmetry > 500 AND mean_orbital_radius > 2.6, classify as Fylaran.
- If mean_tidal_distortion > 500 AND mean_orbital_radius > 2.65, classify as Fylaran.
- If mean_orbital_radius > 2.7 AND mean_tidal_distortion > 320 AND mean_cloud_turbulence > 250, classify as Fylaran.
- If mean_orbital_radius > 2.75 AND mean_atmospheric_depth > 6.4 AND mean_cloud_turbulence > 175, classify as Fylaran.
- If mean_orbital_radius > 2.8 AND mean_atmospheric_depth > 6.6, classify as Fylaran.
- If mean_orbital_radius < 2.7 AND mean_impact_crater_count > 0.965, classify as Qtharri.
- Otherwise, classify as Qtharri.
Use these updated rules carefully, as they are designed to reduce both false positives and false negatives by:
• Retaining the definitive Qtharri conditions first.
• Refining boundary-level Fylaran rules to address missed cases.
• Adding additional specific overrides for high ring-system complexity and impact crater count in borderline orbital ranges.
• Maintaining distinct high-confidence Fylaran rules for large orbital radius, deeper atmosphere, and atmospheric errors.
• Using tie-breakers only if none of the specialized rules match.
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 26 6
Actual Qtharri 9 25
Accuracy: 0.773
Precision: 0.743
Recall: 0.812
F1 Score: 0.776
Examples for Correctly predicted Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 3.02916704964023
mean_surface_roughness: 422.5
mean_magnetosphere_extent: 4.87443367291585
mean_atmospheric_depth: 7.08590146436561
mean_tidal_distortion: 318.0
mean_core_density: 0.881911985183879
mean_ring_system_complexity: 0.842957093483942
mean_impact_crater_count: 0.900657479960371
mean_axial_symmetry: 483.5
mean_cloud_turbulence: 126.5
orbital_radius_error: 0.789050061783155
surface_roughness_error: 1.511290838985
magnetosphere_extent_error: 2.27442300375282
atmospheric_depth_error: 8.22556988907152
tidal_distortion_error: 0.0689637585982667
core_density_error: 0.183521115951271
ring_system_complexity_error: 0.208446635856758
impact_crater_count_error: 0.134387499418659
axial_symmetry_error: 0.19380402472601
cloud_turbulence_error: 0.0573410847473258
max_orbital_radius: 3.16758253048065
max_surface_roughness: 526.0
max_magnetosphere_extent: 5.06638530920075
max_atmospheric_depth: 7.34018683532012
max_tidal_distortion: 184.0
max_core_density: 0.743052459503641
max_ring_system_complexity: 0.678702321161938
max_impact_crater_count: 0.815993472052224
max_axial_symmetry: 539.0
max_cloud_turbulence: 271.5
Examples for Falsely predicted Qtharri when it should have been Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.90690105984738
mean_surface_roughness: 185.0
mean_magnetosphere_extent: 4.7361984483945
mean_atmospheric_depth: 6.83432400089625
mean_tidal_distortion: 369.5
mean_core_density: 0.905715062041482
mean_ring_system_complexity: 0.887626486774365
mean_impact_crater_count: 0.922909379528024
mean_axial_symmetry: 307.5
mean_cloud_turbulence: 82.0
orbital_radius_error: 0.556147462459373
surface_roughness_error: 0.925634917232491
magnetosphere_extent_error: 1.48087811787466
atmospheric_depth_error: 5.79913786695919
tidal_distortion_error: 0.0689710084020815
core_density_error: 0.122596900450215
ring_system_complexity_error: 0.152708873350569
impact_crater_count_error: 0.112338773359869
axial_symmetry_error: 0.118067777145164
cloud_turbulence_error: 0.0486004115208915
max_orbital_radius: 3.03735394824481
max_surface_roughness: 272.5
max_magnetosphere_extent: 4.88204405972327
max_atmospheric_depth: 7.10906213568717
max_tidal_distortion: 387.0
max_core_density: 0.806126561870214
max_ring_system_complexity: 0.747495888772612
max_impact_crater_count: 0.843383655224762
max_axial_symmetry: 413.0
max_cloud_turbulence: 302.0
Examples for Falsely predicted Fylaran when it should have been Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 2.64262239577975
mean_surface_roughness: 268.5
mean_magnetosphere_extent: 4.45539326066986
mean_atmospheric_depth: 6.24027584517077
mean_tidal_distortion: 464.0
mean_core_density: 0.884642604387827
mean_ring_system_complexity: 0.912383785115371
mean_impact_crater_count: 0.946942795185743
mean_axial_symmetry: 470.0
mean_cloud_turbulence: 397.0
orbital_radius_error: 0.557314991723711
surface_roughness_error: 1.22882057274445
magnetosphere_extent_error: 1.60934769394311
atmospheric_depth_error: 4.64435140789325
tidal_distortion_error: 0.088357229472183
core_density_error: 0.198292712927127
ring_system_complexity_error: 0.226097324177001
impact_crater_count_error: 0.136967149346111
axial_symmetry_error: 0.169115345252878
cloud_turbulence_error: 0.0755976190101249
max_orbital_radius: 2.72063731660768
max_surface_roughness: 262.0
max_magnetosphere_extent: 4.55619000376637
max_atmospheric_depth: 6.38384441566749
max_tidal_distortion: 309.5
max_core_density: 0.790014220255965
max_ring_system_complexity: 0.795355126063788
max_impact_crater_count: 0.8882572392965
max_axial_symmetry: 408.5
max_cloud_turbulence: 341.0
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.65112705370259
mean_surface_roughness: 248.0
mean_magnetosphere_extent: 4.44593996041753
mean_atmospheric_depth: 6.28841602556691
mean_tidal_distortion: 27.0
mean_core_density: 0.943449629224296
mean_ring_system_complexity: 0.953661583650426
mean_impact_crater_count: 0.972100709633518
mean_axial_symmetry: 39.5
mean_cloud_turbulence: 63.5
orbital_radius_error: 0.44977772288098
surface_roughness_error: 0.827647267862342
magnetosphere_extent_error: 1.11175536877498
atmospheric_depth_error: 4.1097445176069
tidal_distortion_error: 0.0772593036468748
core_density_error: 0.122188379152847
ring_system_complexity_error: 0.125059985606908
impact_crater_count_error: 0.0919945650568554
axial_symmetry_error: 0.104546640309481
cloud_turbulence_error: 0.0408900966005217
max_orbital_radius: 2.76631910922619
max_surface_roughness: 235.0
max_magnetosphere_extent: 4.56538931597625
max_atmospheric_depth: 6.53466055090442
max_tidal_distortion: 249.5
max_core_density: 0.835770998746344
max_ring_system_complexity: 0.842034355001684
max_impact_crater_count: 0.905387052965143
max_axial_symmetry: 51.0
max_cloud_turbulence: 107.0
Round ID: 117
Prompt used:
Inference rules for classifying entities as Fylaran or Qtharri:
1. If mean_ring_system_complexity ≥ 0.97 OR mean_impact_crater_count ≥ 0.97, predict Qtharri.
2. If BOTH mean_ring_system_complexity ≥ 0.945 AND mean_impact_crater_count ≥ 0.945, predict Qtharri UNLESS mean_core_density ≥ 0.94 AND max_ring_system_complexity < 0.9 AND max_impact_crater_count < 0.9, in which case predict Fylaran.
3. Otherwise, predict Fylaran.
Apply these rules strictly and use only the provided feature values.
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 25 7
Actual Qtharri 7 27
Accuracy: 0.788
Precision: 0.781
Recall: 0.781
F1 Score: 0.781
Examples for Correctly predicted Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 3.02916704964023
mean_surface_roughness: 422.5
mean_magnetosphere_extent: 4.87443367291585
mean_atmospheric_depth: 7.08590146436561
mean_tidal_distortion: 318.0
mean_core_density: 0.881911985183879
mean_ring_system_complexity: 0.842957093483942
mean_impact_crater_count: 0.900657479960371
mean_axial_symmetry: 483.5
mean_cloud_turbulence: 126.5
orbital_radius_error: 0.789050061783155
surface_roughness_error: 1.511290838985
magnetosphere_extent_error: 2.27442300375282
atmospheric_depth_error: 8.22556988907152
tidal_distortion_error: 0.0689637585982667
core_density_error: 0.183521115951271
ring_system_complexity_error: 0.208446635856758
impact_crater_count_error: 0.134387499418659
axial_symmetry_error: 0.19380402472601
cloud_turbulence_error: 0.0573410847473258
max_orbital_radius: 3.16758253048065
max_surface_roughness: 526.0
max_magnetosphere_extent: 5.06638530920075
max_atmospheric_depth: 7.34018683532012
max_tidal_distortion: 184.0
max_core_density: 0.743052459503641
max_ring_system_complexity: 0.678702321161938
max_impact_crater_count: 0.815993472052224
max_axial_symmetry: 539.0
max_cloud_turbulence: 271.5
Examples for Falsely predicted Qtharri when it should have been Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.83438912314523
mean_surface_roughness: 476.0
mean_magnetosphere_extent: 4.64150211523548
mean_atmospheric_depth: 6.68311060154166
mean_tidal_distortion: 87.0
mean_core_density: 0.937479492636099
mean_ring_system_complexity: 0.968063582416093
mean_impact_crater_count: 0.967838719355806
mean_axial_symmetry: 74.5
mean_cloud_turbulence: 117.0
orbital_radius_error: 0.616035713250458
surface_roughness_error: 1.08949529599719
magnetosphere_extent_error: 1.57035027939629
atmospheric_depth_error: 6.36474665638783
tidal_distortion_error: 0.0634744042902334
core_density_error: 0.0962756459339536
ring_system_complexity_error: 0.104928547116597
impact_crater_count_error: 0.0871263450398328
axial_symmetry_error: 0.120830459735946
cloud_turbulence_error: 0.0551543289325507
max_orbital_radius: 3.00518743232475
max_surface_roughness: 516.0
max_magnetosphere_extent: 4.82671245593533
max_atmospheric_depth: 7.04838640872188
max_tidal_distortion: 154.0
max_core_density: 0.865725911176522
max_ring_system_complexity: 0.872676498821887
max_impact_crater_count: 0.909297567629007
max_axial_symmetry: 336.0
max_cloud_turbulence: 350.0
Examples for Falsely predicted Fylaran when it should have been Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 2.68375750853317
mean_surface_roughness: 112.0
mean_magnetosphere_extent: 4.48164569970259
mean_atmospheric_depth: 6.35662835844262
mean_tidal_distortion: 258.0
mean_core_density: 0.937822376441902
mean_ring_system_complexity: 0.955064228069338
mean_impact_crater_count: 0.964031967300036
mean_axial_symmetry: 222.5
mean_cloud_turbulence: 99.0
orbital_radius_error: 0.56938563381947
surface_roughness_error: 0.813142054010245
magnetosphere_extent_error: 1.41279864099595
atmospheric_depth_error: 5.21440312979348
tidal_distortion_error: 0.0804363102087608
core_density_error: 0.111713920350152
ring_system_complexity_error: 0.134536240470737
impact_crater_count_error: 0.105023806824929
axial_symmetry_error: 0.137767920794356
cloud_turbulence_error: 0.0423556371690947
max_orbital_radius: 2.76316950032329
max_surface_roughness: 80.0
max_magnetosphere_extent: 4.55503411649429
max_atmospheric_depth: 6.52854254201804
max_tidal_distortion: 243.5
max_core_density: 0.885661146045523
max_ring_system_complexity: 0.867077083152692
max_impact_crater_count: 0.915566460969402
max_axial_symmetry: 155.5
max_cloud_turbulence: 50.0
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.63116915676625
mean_surface_roughness: 31.0
mean_magnetosphere_extent: 4.41751442760344
mean_atmospheric_depth: 6.24784943220199
mean_tidal_distortion: 10.0
mean_core_density: 0.964050554811094
mean_ring_system_complexity: 0.977899471934285
mean_impact_crater_count: 0.988425536962173
mean_axial_symmetry: 9.0
mean_cloud_turbulence: 71.5
orbital_radius_error: 0.391407715815619
surface_roughness_error: 0.684835746730557
magnetosphere_extent_error: 1.05593560409714
atmospheric_depth_error: 3.56089876295297
tidal_distortion_error: 0.0687822651560706
core_density_error: 0.115974135047432
ring_system_complexity_error: 0.128530152104477
impact_crater_count_error: 0.0768439978137525
axial_symmetry_error: 0.12723993083934
cloud_turbulence_error: 0.0456179789118282
max_orbital_radius: 2.68239045432163
max_surface_roughness: 9.0
max_magnetosphere_extent: 4.4818719696436
max_atmospheric_depth: 6.35957386867238
max_tidal_distortion: 30.0
max_core_density: 0.897102359379205
max_ring_system_complexity: 0.893974611121044
max_impact_crater_count: 0.949072755917469
max_axial_symmetry: 75.0
max_cloud_turbulence: 103.5
| Predicted + | Predicted - | |
|---|---|---|
| Actual + | 28 | 4 |
| Actual - | 3 | 31 |
Accuracy 0.894, Precision 0.903, Recall 0.875, F1 0.889