Dataset: wisconsin
Round ID: 59
Prompt used:
Classify a planet as Fylaran if it meets the following criteria:
1. Orbital and Magnetic Characteristics:
- Mean orbital radius between 2.7 and 3.2
- Magnetosphere extent greater than 4.5
- Magnetosphere extent error less than 2.0
2. Surface and Structural Parameters:
- Surface roughness between 300 and 550
- Tidal distortion greater than 350
- Axial symmetry between 250 and 600
3. Complexity Metrics:
- Ring system complexity between 0.7 and 0.95
- Impact crater count between 0.84 and 0.94
If a planet does not meet at least 4 out of these 6 conditions, classify it as Qtharri.
Additional guidance:
- Use precise numerical comparisons
- Consider both mean values and error margins
- Look for consistent patterns across multiple parameters
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 26 6
Actual Qtharri 5 29
Accuracy: 0.833
Precision: 0.839
Recall: 0.812
F1 Score: 0.825
Examples for Correctly predicted Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 2.8130106367387
mean_surface_roughness: 472.0
mean_magnetosphere_extent: 4.71133038181648
mean_atmospheric_depth: 6.65221765985692
mean_tidal_distortion: 487.5
mean_core_density: 0.762543846271161
mean_ring_system_complexity: 0.758955676988464
mean_impact_crater_count: 0.878966335589347
mean_axial_symmetry: 556.0
mean_cloud_turbulence: 558.0
orbital_radius_error: 1.13666177907063
surface_roughness_error: 1.56652481627327
magnetosphere_extent_error: 3.18119474411737
atmospheric_depth_error: 11.7686022959398
tidal_distortion_error: 0.111175536877498
core_density_error: 0.244846890933906
ring_system_complexity_error: 0.286914621446869
impact_crater_count_error: 0.173896520954273
axial_symmetry_error: 0.152872495891184
cloud_turbulence_error: 0.0777303029712351
max_orbital_radius: 3.03735394824481
max_surface_roughness: 472.0
max_magnetosphere_extent: 4.97466263363744
max_atmospheric_depth: 7.11232744471091
max_tidal_distortion: 459.5
max_core_density: 0.659108884787767
max_ring_system_complexity: 0.618008775724615
max_impact_crater_count: 0.802439415824105
max_axial_symmetry: 464.0
max_cloud_turbulence: 488.5
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: 2.59897910604785
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: 2.53686638871871
mean_surface_roughness: 256.0
mean_magnetosphere_extent: 4.3329676843847
mean_atmospheric_depth: 6.02465751446375
mean_tidal_distortion: 510.5
mean_core_density: 0.907688118362531
mean_ring_system_complexity: 0.933968431867003
mean_impact_crater_count: 0.966323621780934
mean_axial_symmetry: 295.5
mean_cloud_turbulence: 401.0
orbital_radius_error: 0.553172667437573
surface_roughness_error: 1.28724512040248
magnetosphere_extent_error: 1.46799182559032
atmospheric_depth_error: 4.54092501589709
tidal_distortion_error: 0.0924121204171834
core_density_error: 0.151986841535707
ring_system_complexity_error: 0.171610023017305
impact_crater_count_error: 0.11823705003086
axial_symmetry_error: 0.125099960031968
cloud_turbulence_error: 0.0619677335393187
max_orbital_radius: 2.64900766046843
max_surface_roughness: 419.0
max_magnetosphere_extent: 4.46026001419228
max_atmospheric_depth: 6.25900768571888
max_tidal_distortion: 534.0
max_core_density: 0.789889415481833
max_ring_system_complexity: 0.776819700147596
max_impact_crater_count: 0.89142449634516
max_axial_symmetry: 276.5
max_cloud_turbulence: 416.0
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.64119789411437
mean_surface_roughness: 260.0
mean_magnetosphere_extent: 4.42616313016197
mean_atmospheric_depth: 6.26301723762988
mean_tidal_distortion: 196.5
mean_core_density: 0.963706801842607
mean_ring_system_complexity: 0.975019987909752
mean_impact_crater_count: 0.971600128251217
mean_axial_symmetry: 45.0
mean_cloud_turbulence: 161.0
orbital_radius_error: 0.428835632847831
surface_roughness_error: 1.5303594349041
magnetosphere_extent_error: 1.0816653826392
atmospheric_depth_error: 3.76297754444536
tidal_distortion_error: 0.0659696900098826
core_density_error: 0.0699928567783885
ring_system_complexity_error: 0.115887876846545
impact_crater_count_error: 0.107888831674089
axial_symmetry_error: 0.163431943022164
cloud_turbulence_error: 0.042154477816716
max_orbital_radius: 2.66025953726586
max_surface_roughness: 197.0
max_magnetosphere_extent: 4.44804843021588
max_atmospheric_depth: 6.30426597035273
max_tidal_distortion: 31.0
max_core_density: 0.955849319913209
max_ring_system_complexity: 0.953898104604466
max_impact_crater_count: 0.952263053145801
max_axial_symmetry: 18.0
max_cloud_turbulence: 25.0
Round ID: 196
Prompt used:
Add a new rule based on the mean_surface_roughness feature: If mean_surface_roughness is below a certain threshold, predict Fylaran; otherwise, predict Qtharri. This rule aims to improve the classification accuracy and reduce false positives and false negatives in the dataset based on the analysis of previous misclassifications.
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 4 28
Actual Qtharri 2 32
Accuracy: 0.545
Precision: 0.667
Recall: 0.125
F1 Score: 0.211
Examples for Correctly predicted Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 3.0174937653355
mean_surface_roughness: 283.0
mean_magnetosphere_extent: 4.8605872978526
mean_atmospheric_depth: 7.06304816338817
mean_tidal_distortion: 471.0
mean_core_density: 0.873515024458421
mean_ring_system_complexity: 0.815926892950392
mean_impact_crater_count: 0.893335715561908
mean_axial_symmetry: 317.0
mean_cloud_turbulence: 267.0
orbital_radius_error: 0.752263251794211
surface_roughness_error: 1.18659175793531
magnetosphere_extent_error: 1.90551830219497
atmospheric_depth_error: 8.2304313374209
tidal_distortion_error: 0.0727186358507914
core_density_error: 0.168315180539368
ring_system_complexity_error: 0.206300751331642
impact_crater_count_error: 0.108443533693808
axial_symmetry_error: 0.131034346642398
cloud_turbulence_error: 0.0566656862660288
max_orbital_radius: 3.21727454350123
max_surface_roughness: 441.0
max_magnetosphere_extent: 5.04277974742282
max_atmospheric_depth: 7.46221493976819
max_tidal_distortion: 464.0
max_core_density: 0.728597449908925
max_ring_system_complexity: 0.627510040160643
max_impact_crater_count: 0.829187396351575
max_axial_symmetry: 458.0
max_cloud_turbulence: 407.0
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: 2.8100049236252
mean_surface_roughness: 314.0
mean_magnetosphere_extent: 4.61512051684126
mean_atmospheric_depth: 6.63279197893813
mean_tidal_distortion: 48.0
mean_core_density: 0.94682623844872
mean_ring_system_complexity: 0.959610014490111
mean_impact_crater_count: 0.972318103590771
mean_axial_symmetry: 87.0
mean_cloud_turbulence: 37.0
orbital_radius_error: 0.479374592568275
surface_roughness_error: 0.999399819891919
magnetosphere_extent_error: 1.23854753643128
atmospheric_depth_error: 4.70956473572665
tidal_distortion_error: 0.053160135440008
core_density_error: 0.095420123663722
ring_system_complexity_error: 0.114498908291739
impact_crater_count_error: 0.0719305220334178
axial_symmetry_error: 0.100647901120689
cloud_turbulence_error: 0.0366742416417845
max_orbital_radius: 2.93969088267037
max_surface_roughness: 473.0
max_magnetosphere_extent: 4.76131886847802
max_atmospheric_depth: 6.89730082107828
max_tidal_distortion: 84.0
max_core_density: 0.846955196070128
max_ring_system_complexity: 0.815660685154976
max_impact_crater_count: 0.921081718370054
max_axial_symmetry: 220.0
max_cloud_turbulence: 94.0
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: 2.6217658325052
mean_surface_roughness: 285.0
mean_magnetosphere_extent: 4.41727311486095
mean_atmospheric_depth: 6.20979654142497
mean_tidal_distortion: 294.0
mean_core_density: 0.926337631539944
mean_ring_system_complexity: 0.973823621065753
mean_impact_crater_count: 0.982501645690256
mean_axial_symmetry: 257.0
mean_cloud_turbulence: 294.5
orbital_radius_error: 0.470425339453563
surface_roughness_error: 1.13357840487546
magnetosphere_extent_error: 1.23895116933639
atmospheric_depth_error: 4.1545156155682
tidal_distortion_error: 0.0748865809073962
core_density_error: 0.128296531519757
ring_system_complexity_error: 0.123652739557197
impact_crater_count_error: 0.0999849988748312
axial_symmetry_error: 0.138166566143912
cloud_turbulence_error: 0.046184412955022
max_orbital_radius: 2.69124308278583
max_surface_roughness: 312.0
max_magnetosphere_extent: 4.48661184986396
max_atmospheric_depth: 6.364234272378
max_tidal_distortion: 269.0
max_core_density: 0.844665934622857
max_ring_system_complexity: 0.888494002665482
max_impact_crater_count: 0.923258734027624
max_axial_symmetry: 250.5
max_cloud_turbulence: 156.0
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.53369681395743
mean_surface_roughness: 500.5
mean_magnetosphere_extent: 4.32055008757213
mean_atmospheric_depth: 6.03595978699453
mean_tidal_distortion: 28.0
mean_core_density: 0.946181212625842
mean_ring_system_complexity: 0.980642124463098
mean_impact_crater_count: 0.987040162664219
mean_axial_symmetry: 406.5
mean_cloud_turbulence: 168.0
orbital_radius_error: 0.501198563445667
surface_roughness_error: 1.33641310978305
magnetosphere_extent_error: 1.40035709731482
atmospheric_depth_error: 4.26731765867037
tidal_distortion_error: 0.0782432105680742
core_density_error: 0.152872495891184
ring_system_complexity_error: 0.12633289357883
impact_crater_count_error: 0.0836540495134575
axial_symmetry_error: 0.178717654416121
cloud_turbulence_error: 0.047021271782035
max_orbital_radius: 2.598235335095
max_surface_roughness: 471.0
max_magnetosphere_extent: 4.4114640703275
max_atmospheric_depth: 6.16856415992078
max_tidal_distortion: 29.0
max_core_density: 0.880204207376111
max_ring_system_complexity: 0.932496573075094
max_impact_crater_count: 0.954061918618518
max_axial_symmetry: 453.0
max_cloud_turbulence: 77.0
Round ID: 212
Prompt used:
Choose randomly
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 13 19
Actual Qtharri 21 13
Accuracy: 0.394
Precision: 0.382
Recall: 0.406
F1 Score: 0.394
Examples for Correctly predicted Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 3.11839228628988
mean_surface_roughness: 449.0
mean_magnetosphere_extent: 4.97948856509942
mean_atmospheric_depth: 7.24992553671799
mean_tidal_distortion: 528.5
mean_core_density: 0.827335153470671
mean_ring_system_complexity: 0.78064012490242
mean_impact_crater_count: 0.864902266043937
mean_axial_symmetry: 517.0
mean_cloud_turbulence: 424.0
orbital_radius_error: 0.790063288604147
surface_roughness_error: 0.959635347410671
magnetosphere_extent_error: 2.03911745615597
atmospheric_depth_error: 8.99944442729661
tidal_distortion_error: 0.0722149568995232
core_density_error: 0.193028495305745
ring_system_complexity_error: 0.217209576216151
impact_crater_count_error: 0.113490087672889
axial_symmetry_error: 0.143003496460751
cloud_turbulence_error: 0.0634665266104897
max_orbital_radius: 3.30431930668567
max_surface_roughness: 405.0
max_magnetosphere_extent: 5.15329159449778
max_atmospheric_depth: 7.64108424917491
max_tidal_distortion: 456.0
max_core_density: 0.636253737990711
max_ring_system_complexity: 0.586407083797572
max_impact_crater_count: 0.805023345677025
max_axial_symmetry: 532.0
max_cloud_turbulence: 481.0
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: 3.18676577094997
mean_surface_roughness: 536.0
mean_magnetosphere_extent: 5.0401940963378
mean_atmospheric_depth: 7.42117752859539
mean_tidal_distortion: 277.0
mean_core_density: 0.856017805170348
mean_ring_system_complexity: 0.836820083682008
mean_impact_crater_count: 0.889917237696894
mean_axial_symmetry: 384.0
mean_cloud_turbulence: 338.0
orbital_radius_error: 1.0285912696499
surface_roughness_error: 0.981580358401695
magnetosphere_extent_error: 2.69202525991121
atmospheric_depth_error: 12.4819870213039
tidal_distortion_error: 0.0801748090113098
core_density_error: 0.169204018864801
ring_system_complexity_error: 0.212061311888803
impact_crater_count_error: 0.130996183150503
axial_symmetry_error: 0.126095202129185
cloud_turbulence_error: 0.0552539591341652
max_orbital_radius: 3.46604835398177
max_surface_roughness: 525.0
max_magnetosphere_extent: 5.33271879326537
max_atmospheric_depth: 7.98786409608569
max_tidal_distortion: 440.0
max_core_density: 0.707914483930341
max_ring_system_complexity: 0.632111251580278
max_impact_crater_count: 0.794091955848487
max_axial_symmetry: 399.5
max_cloud_turbulence: 377.0
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: 2.62900699376176
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
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.6217658325052
mean_surface_roughness: 285.0
mean_magnetosphere_extent: 4.41727311486095
mean_atmospheric_depth: 6.20979654142497
mean_tidal_distortion: 294.0
mean_core_density: 0.926337631539944
mean_ring_system_complexity: 0.973823621065753
mean_impact_crater_count: 0.982501645690256
mean_axial_symmetry: 257.0
mean_cloud_turbulence: 294.5
orbital_radius_error: 0.470425339453563
surface_roughness_error: 1.13357840487546
magnetosphere_extent_error: 1.23895116933639
atmospheric_depth_error: 4.1545156155682
tidal_distortion_error: 0.0748865809073962
core_density_error: 0.128296531519757
ring_system_complexity_error: 0.123652739557197
impact_crater_count_error: 0.0999849988748312
axial_symmetry_error: 0.138166566143912
cloud_turbulence_error: 0.046184412955022
max_orbital_radius: 2.69124308278583
max_surface_roughness: 312.0
max_magnetosphere_extent: 4.48661184986396
max_atmospheric_depth: 6.364234272378
max_tidal_distortion: 269.0
max_core_density: 0.844665934622857
max_ring_system_complexity: 0.888494002665482
max_impact_crater_count: 0.923258734027624
max_axial_symmetry: 250.5
max_cloud_turbulence: 156.0
| Predicted + | Predicted - | |
|---|---|---|
| Actual + | 14 | 18 |
| Actual - | 2 | 32 |
Accuracy 0.697, Precision 0.875, Recall 0.438, F1 0.583