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: 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: 2.76945882923085
mean_surface_roughness: 280.5
mean_magnetosphere_extent: 4.59350238112041
mean_atmospheric_depth: 6.53741597284935
mean_tidal_distortion: 79.0
mean_core_density: 0.895495656846064
mean_ring_system_complexity: 0.917010545621275
mean_impact_crater_count: 0.965605144744211
mean_axial_symmetry: 254.0
mean_cloud_turbulence: 396.0
orbital_radius_error: 0.649615270756469
surface_roughness_error: 1.38166566143912
magnetosphere_extent_error: 1.80859061149836
atmospheric_depth_error: 6.27933117457584
tidal_distortion_error: 0.0760920495189872
core_density_error: 0.220839308095275
ring_system_complexity_error: 0.230282435283284
impact_crater_count_error: 0.123571841452655
axial_symmetry_error: 0.183193886360872
cloud_turbulence_error: 0.0967884290605029
max_orbital_radius: 2.84781214347737
max_surface_roughness: 289.5
max_magnetosphere_extent: 4.68305672464516
max_atmospheric_depth: 6.69789807199366
max_tidal_distortion: 39.0
max_core_density: 0.798658254133056
max_ring_system_complexity: 0.8
max_impact_crater_count: 0.922466675891333
max_axial_symmetry: 305.0
max_cloud_turbulence: 431.0
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.58926666511224
mean_surface_roughness: 16.0
mean_magnetosphere_extent: 4.38014987466102
mean_atmospheric_depth: 6.14225243623005
mean_tidal_distortion: 391.5
mean_core_density: 0.934745422084295
mean_ring_system_complexity: 0.961658668872071
mean_impact_crater_count: 0.964320154291225
mean_axial_symmetry: 429.0
mean_cloud_turbulence: 205.5
orbital_radius_error: 0.485798312059645
surface_roughness_error: 0.815843122174846
magnetosphere_extent_error: 1.29228479833201
atmospheric_depth_error: 4.17492514902962
tidal_distortion_error: 0.0896939239859646
core_density_error: 0.108627804912002
ring_system_complexity_error: 0.129730489862638
impact_crater_count_error: 0.111400179533069
axial_symmetry_error: 0.138708327075198
cloud_turbulence_error: 0.0474130783645188
max_orbital_radius: 2.67414864942653
max_surface_roughness: 10.0
max_magnetosphere_extent: 4.47699584726458
max_atmospheric_depth: 6.31010007988141
max_tidal_distortion: 348.5
max_core_density: 0.887626486774365
max_ring_system_complexity: 0.889521437466643
max_impact_crater_count: 0.914151986909344
max_axial_symmetry: 289.5
max_cloud_turbulence: 81.0
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: 3.10772077550204
mean_surface_roughness: 94.0
mean_magnetosphere_extent: 4.95793750509581
mean_atmospheric_depth: 7.23489842031483
mean_tidal_distortion: 354.5
mean_core_density: 0.868432479374729
mean_ring_system_complexity: 0.838082467314784
mean_impact_crater_count: 0.888494002665482
mean_axial_symmetry: 439.0
mean_cloud_turbulence: 294.5
orbital_radius_error: 0.584294446319662
surface_roughness_error: 1.14411537879709
magnetosphere_extent_error: 1.55145093380358
atmospheric_depth_error: 6.2497999967999
tidal_distortion_error: 0.0665281895139196
core_density_error: 0.163554272337961
ring_system_complexity_error: 0.185391477689779
impact_crater_count_error: 0.115887876846545
axial_symmetry_error: 0.129421791055448
cloud_turbulence_error: 0.0660832807902271
max_orbital_radius: 3.16505301817069
max_surface_roughness: 167.0
max_magnetosphere_extent: 5.03109130266364
max_atmospheric_depth: 7.33693691370762
max_tidal_distortion: 160.0
max_core_density: 0.778816199376947
max_ring_system_complexity: 0.713063320022818
max_impact_crater_count: 0.835701153267591
max_axial_symmetry: 241.0
max_cloud_turbulence: 376.0
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: 2.80093319524892
mean_surface_roughness: 10.0
mean_magnetosphere_extent: 4.63957161270542
mean_atmospheric_depth: 6.60380831406432
mean_tidal_distortion: 557.0
mean_core_density: 0.865426222414539
mean_ring_system_complexity: 0.831117021276596
mean_impact_crater_count: 0.901144453455889
mean_axial_symmetry: 433.0
mean_cloud_turbulence: 499.0
orbital_radius_error: 0.648768063332344
surface_roughness_error: 0.811356888181767
magnetosphere_extent_error: 1.67481342244442
atmospheric_depth_error: 6.68131723539603
tidal_distortion_error: 0.0734370478709486
core_density_error: 0.152348285188905
ring_system_complexity_error: 0.207436737344184
impact_crater_count_error: 0.114891252930761
axial_symmetry_error: 0.133865604245452
cloud_turbulence_error: 0.0645600495662759
max_orbital_radius: 2.98517675961447
max_surface_roughness: 39.5
max_magnetosphere_extent: 4.83628190695148
max_atmospheric_depth: 7.0057890192535
max_tidal_distortion: 478.5
max_core_density: 0.736214385629095
max_ring_system_complexity: 0.631711939355654
max_impact_crater_count: 0.845522955948254
max_axial_symmetry: 443.5
max_cloud_turbulence: 483.0
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: 2.41412646772695
mean_surface_roughness: 211.5
mean_magnetosphere_extent: 4.19147127295282
mean_atmospheric_depth: 5.7497114065446
mean_tidal_distortion: 434.5
mean_core_density: 0.921641997382537
mean_ring_system_complexity: 0.982627151953463
mean_impact_crater_count: 0.981209831722514
mean_axial_symmetry: 385.0
mean_cloud_turbulence: 483.0
orbital_radius_error: 0.496689037527506
surface_roughness_error: 1.10317722964173
magnetosphere_extent_error: 1.28101522239199
atmospheric_depth_error: 3.87943294825416
tidal_distortion_error: 0.0888763185556198
core_density_error: 0.118321595661992
ring_system_complexity_error: 0.092379651439048
impact_crater_count_error: 0.0873155198117723
axial_symmetry_error: 0.162388423232692
cloud_turbulence_error: 0.0613269924258479
max_orbital_radius: 2.49897390699944
max_surface_roughness: 199.0
max_magnetosphere_extent: 4.28963718538053
max_atmospheric_depth: 5.93118361622305
max_tidal_distortion: 372.5
max_core_density: 0.874125874125874
max_ring_system_complexity: 0.938332770333671
max_impact_crater_count: 0.947193937958797
max_axial_symmetry: 378.5
max_cloud_turbulence: 388.0
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: 2.59076704048748
mean_surface_roughness: 535.0
mean_magnetosphere_extent: 4.40854684448328
mean_atmospheric_depth: 6.17044720263642
mean_tidal_distortion: 400.0
mean_core_density: 0.880824451686779
mean_ring_system_complexity: 0.9021199819576
mean_impact_crater_count: 0.956370383121976
mean_axial_symmetry: 413.0
mean_cloud_turbulence: 488.0
orbital_radius_error: 0.63663176169588
surface_roughness_error: 1.34499070628759
magnetosphere_extent_error: 1.62542302186231
atmospheric_depth_error: 5.86856030044848
tidal_distortion_error: 0.0953834367172834
core_density_error: 0.196086715511276
ring_system_complexity_error: 0.193984535466104
impact_crater_count_error: 0.114934764105557
axial_symmetry_error: 0.137040140105007
cloud_turbulence_error: 0.0753126815350509
max_orbital_radius: 2.81241021642645
max_surface_roughness: 558.0
max_magnetosphere_extent: 4.63181211693451
max_atmospheric_depth: 6.646260636284
max_tidal_distortion: 550.0
max_core_density: 0.67999456004352
max_ring_system_complexity: 0.693240901213172
max_impact_crater_count: 0.872676498821887
max_axial_symmetry: 442.0
max_cloud_turbulence: 544.0
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: 2.36799823154228
mean_surface_roughness: 32.0
mean_magnetosphere_extent: 4.17623172169429
mean_atmospheric_depth: 5.61130162186204
mean_tidal_distortion: 556.0
mean_core_density: 0.819403474270731
mean_ring_system_complexity: 0.893814801573114
mean_impact_crater_count: 0.934247650367159
mean_axial_symmetry: 475.0
mean_cloud_turbulence: 568.0
orbital_radius_error: 0.523832034148352
surface_roughness_error: 1.17898261225516
magnetosphere_extent_error: 1.33678719323608
atmospheric_depth_error: 4.20356991139674
tidal_distortion_error: 0.147546602807384
core_density_error: 0.221088217686968
ring_system_complexity_error: 0.227793766376519
impact_crater_count_error: 0.120415945787923
axial_symmetry_error: 0.162234398325386
cloud_turbulence_error: 0.107144761887831
max_orbital_radius: 2.45100509811232
max_surface_roughness: 63.0
max_magnetosphere_extent: 4.25518708733893
max_atmospheric_depth: 5.79636165594929
max_tidal_distortion: 566.0
max_core_density: 0.731903681475518
max_ring_system_complexity: 0.774413381863238
max_impact_crater_count: 0.90293453724605
max_axial_symmetry: 301.0
max_cloud_turbulence: 560.0
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.47737838336721
mean_surface_roughness: 15.0
mean_magnetosphere_extent: 4.25049324471203
mean_atmospheric_depth: 5.89907509781463
mean_tidal_distortion: 134.0
mean_core_density: 0.954918306738858
mean_ring_system_complexity: 0.987790904421352
mean_impact_crater_count: 0.986494885024021
mean_axial_symmetry: 37.0
mean_cloud_turbulence: 231.0
orbital_radius_error: 0.418688428309166
surface_roughness_error: 1.01341008481266
magnetosphere_extent_error: 1.12561094522042
atmospheric_depth_error: 3.33016516106934
tidal_distortion_error: 0.0589745707911469
core_density_error: 0.11049886877249
ring_system_complexity_error: 0.103537432844358
impact_crater_count_error: 0.096917490681507
axial_symmetry_error: 0.171493440107778
cloud_turbulence_error: 0.0585491246732178
max_orbital_radius: 2.5152741864044
max_surface_roughness: 6.0
max_magnetosphere_extent: 4.29619637806869
max_atmospheric_depth: 5.97431838827301
max_tidal_distortion: 16.0
max_core_density: 0.930180641080498
max_ring_system_complexity: 0.971968430465379
max_impact_crater_count: 0.969048588096207
max_axial_symmetry: 31.0
max_cloud_turbulence: 69.0
| Predicted + | Predicted - | |
|---|---|---|
| Actual + | 14 | 18 |
| Actual - | 2 | 32 |
Accuracy 0.697, Precision 0.875, Recall 0.438, F1 0.583