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: 3.08831145484708
mean_surface_roughness: 481.0
mean_magnetosphere_extent: 4.94092788167144
mean_atmospheric_depth: 7.21890970761906
mean_tidal_distortion: 366.0
mean_core_density: 0.861623298293986
mean_ring_system_complexity: 0.78665827564506
mean_impact_crater_count: 0.884173297966401
mean_axial_symmetry: 529.0
mean_cloud_turbulence: 181.5
orbital_radius_error: 1.00199800399003
surface_roughness_error: 0.90598013223249
magnetosphere_extent_error: 2.52428207615552
atmospheric_depth_error: 11.7430830704717
tidal_distortion_error: 0.0726842486375143
core_density_error: 0.197686620690425
ring_system_complexity_error: 0.308512560522258
impact_crater_count_error: 0.136528385327008
axial_symmetry_error: 0.154951605348251
cloud_turbulence_error: 0.0707248188403477
max_orbital_radius: 3.2801590532851
max_surface_roughness: 349.0
max_magnetosphere_extent: 5.11379338619888
max_atmospheric_depth: 7.60638738977265
max_tidal_distortion: 174.0
max_core_density: 0.759186152444579
max_ring_system_complexity: 0.588546877758813
max_impact_crater_count: 0.826104915324246
max_axial_symmetry: 411.0
max_cloud_turbulence: 261.0
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: 2.83438912314523
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: 2.72261035243354
mean_surface_roughness: 545.0
mean_magnetosphere_extent: 4.5384960527201
mean_atmospheric_depth: 6.43759163693504
mean_tidal_distortion: 89.0
mean_core_density: 0.905879155720627
mean_ring_system_complexity: 0.900657479960371
mean_impact_crater_count: 0.957781012949199
mean_axial_symmetry: 11.0
mean_cloud_turbulence: 273.5
orbital_radius_error: 0.57913728942281
surface_roughness_error: 1.52446712001276
magnetosphere_extent_error: 1.45086181285469
atmospheric_depth_error: 5.4735728733616
tidal_distortion_error: 0.0794166229450737
core_density_error: 0.16867127793433
ring_system_complexity_error: 0.196214168703486
impact_crater_count_error: 0.100548495761995
axial_symmetry_error: 0.108857705285386
cloud_turbulence_error: 0.0599082632030006
max_orbital_radius: 2.81839825827108
max_surface_roughness: 560.0
max_magnetosphere_extent: 4.63957161270542
max_atmospheric_depth: 6.63987583382654
max_tidal_distortion: 83.0
max_core_density: 0.804764204088202
max_ring_system_complexity: 0.765462339252909
max_impact_crater_count: 0.924052153503544
max_axial_symmetry: 11.0
max_cloud_turbulence: 250.0
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: 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: 2.84723226523555
mean_surface_roughness: 280.5
mean_magnetosphere_extent: 4.69866052907543
mean_atmospheric_depth: 6.69220780428956
mean_tidal_distortion: 443.0
mean_core_density: 0.847314014573801
mean_ring_system_complexity: 0.836960160696351
mean_impact_crater_count: 0.916993727762902
mean_axial_symmetry: 359.0
mean_cloud_turbulence: 443.0
orbital_radius_error: 0.536003731330296
surface_roughness_error: 0.957757798193259
magnetosphere_extent_error: 1.56971334962789
atmospheric_depth_error: 5.3
tidal_distortion_error: 0.0675499814951862
core_density_error: 0.186574381949934
ring_system_complexity_error: 0.196773982019981
impact_crater_count_error: 0.109954536059228
axial_symmetry_error: 0.117813411800185
cloud_turbulence_error: 0.0638827050147378
max_orbital_radius: 2.97297528643137
max_surface_roughness: 272.5
max_magnetosphere_extent: 4.8512487085848
max_atmospheric_depth: 6.93925394604151
max_tidal_distortion: 330.5
max_core_density: 0.67999456004352
max_ring_system_complexity: 0.665513110608279
max_impact_crater_count: 0.85236958745312
max_axial_symmetry: 262.0
max_cloud_turbulence: 512.0
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: 2.52011290552262
mean_surface_roughness: 198.5
mean_magnetosphere_extent: 4.31294447348644
mean_atmospheric_depth: 5.98896141688986
mean_tidal_distortion: 474.5
mean_core_density: 0.913358785598159
mean_ring_system_complexity: 0.980094285070224
mean_impact_crater_count: 0.981730004614131
mean_axial_symmetry: 165.0
mean_cloud_turbulence: 410.0
orbital_radius_error: 0.533197899470731
surface_roughness_error: 1.38130373198656
magnetosphere_extent_error: 1.39176147381654
atmospheric_depth_error: 4.62385120867876
tidal_distortion_error: 0.0816333265278342
core_density_error: 0.131719398723195
ring_system_complexity_error: 0.107610408418517
impact_crater_count_error: 0.0975704873412037
axial_symmetry_error: 0.151062900806254
cloud_turbulence_error: 0.0593801313572141
max_orbital_radius: 2.62321826558551
max_surface_roughness: 342.0
max_magnetosphere_extent: 4.42676096601405
max_atmospheric_depth: 6.22257626807137
max_tidal_distortion: 380.5
max_core_density: 0.848032564450475
max_ring_system_complexity: 0.928436142162142
max_impact_crater_count: 0.939831958045901
max_axial_symmetry: 179.0
max_cloud_turbulence: 301.0
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.78932292123095
mean_surface_roughness: 24.0
mean_magnetosphere_extent: 4.59683554919803
mean_atmospheric_depth: 6.58823848301034
mean_tidal_distortion: 84.0
mean_core_density: 0.941353666572531
mean_ring_system_complexity: 0.944358402901069
mean_impact_crater_count: 0.969396163129986
mean_axial_symmetry: 15.0
mean_cloud_turbulence: 55.0
orbital_radius_error: 0.461952378498044
surface_roughness_error: 0.602328813855024
magnetosphere_extent_error: 1.23490890352285
atmospheric_depth_error: 4.47213595499958
tidal_distortion_error: 0.0655057249406493
core_density_error: 0.111175536877498
ring_system_complexity_error: 0.135683455144686
impact_crater_count_error: 0.0858661749468322
axial_symmetry_error: 0.0976678043164686
cloud_turbulence_error: 0.0406939798987516
max_orbital_radius: 2.91126311692754
max_surface_roughness: 18.0
max_magnetosphere_extent: 4.74232002413533
max_atmospheric_depth: 6.83915518748988
max_tidal_distortion: 189.5
max_core_density: 0.820613819136714
max_ring_system_complexity: 0.771485881808363
max_impact_crater_count: 0.906207521522429
max_axial_symmetry: 77.0
max_cloud_turbulence: 192.0
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: 2.84723226523555
mean_surface_roughness: 280.5
mean_magnetosphere_extent: 4.69866052907543
mean_atmospheric_depth: 6.69220780428956
mean_tidal_distortion: 443.0
mean_core_density: 0.847314014573801
mean_ring_system_complexity: 0.836960160696351
mean_impact_crater_count: 0.916993727762902
mean_axial_symmetry: 359.0
mean_cloud_turbulence: 443.0
orbital_radius_error: 0.536003731330296
surface_roughness_error: 0.957757798193259
magnetosphere_extent_error: 1.56971334962789
atmospheric_depth_error: 5.3
tidal_distortion_error: 0.0675499814951862
core_density_error: 0.186574381949934
ring_system_complexity_error: 0.196773982019981
impact_crater_count_error: 0.109954536059228
axial_symmetry_error: 0.117813411800185
cloud_turbulence_error: 0.0638827050147378
max_orbital_radius: 2.97297528643137
max_surface_roughness: 272.5
max_magnetosphere_extent: 4.8512487085848
max_atmospheric_depth: 6.93925394604151
max_tidal_distortion: 330.5
max_core_density: 0.67999456004352
max_ring_system_complexity: 0.665513110608279
max_impact_crater_count: 0.85236958745312
max_axial_symmetry: 262.0
max_cloud_turbulence: 512.0
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: 2.48240351956988
mean_surface_roughness: 191.0
mean_magnetosphere_extent: 4.28675395416645
mean_atmospheric_depth: 5.92023703781961
mean_tidal_distortion: 187.0
mean_core_density: 0.899847026005579
mean_ring_system_complexity: 0.913600774733457
mean_impact_crater_count: 0.965129858222424
mean_axial_symmetry: 55.0
mean_cloud_turbulence: 433.0
orbital_radius_error: 0.507346035758633
surface_roughness_error: 1.17303026388921
magnetosphere_extent_error: 1.67511193655827
atmospheric_depth_error: 4.26028168082816
tidal_distortion_error: 0.0925472852113988
core_density_error: 0.215360163447189
ring_system_complexity_error: 0.253574446662119
impact_crater_count_error: 0.132966161108757
axial_symmetry_error: 0.123125951772971
cloud_turbulence_error: 0.0705407683541936
max_orbital_radius: 2.5922651681085
max_surface_roughness: 345.0
max_magnetosphere_extent: 4.51239678583574
max_atmospheric_depth: 6.16835471390473
max_tidal_distortion: 356.0
max_core_density: 0.710126402499645
max_ring_system_complexity: 0.676635766966642
max_impact_crater_count: 0.865426222414539
max_axial_symmetry: 160.0
max_cloud_turbulence: 452.0
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.5687881337687
mean_surface_roughness: 70.0
mean_magnetosphere_extent: 4.36995405343961
mean_atmospheric_depth: 6.10991402730753
mean_tidal_distortion: 396.5
mean_core_density: 0.916657500091666
mean_ring_system_complexity: 0.938156709696788
mean_impact_crater_count: 0.973245481707851
mean_axial_symmetry: 190.0
mean_cloud_turbulence: 232.0
orbital_radius_error: 0.513419906119737
surface_roughness_error: 0.854049178911847
magnetosphere_extent_error: 1.35941163743731
atmospheric_depth_error: 4.45757781760453
tidal_distortion_error: 0.0740810367098085
core_density_error: 0.119457105272144
ring_system_complexity_error: 0.152381101190404
impact_crater_count_error: 0.0752329714952161
axial_symmetry_error: 0.119498953970317
cloud_turbulence_error: 0.0492138191974571
max_orbital_radius: 2.69192081917233
max_surface_roughness: 130.0
max_magnetosphere_extent: 4.50953995497284
max_atmospheric_depth: 6.36921581664863
max_tidal_distortion: 449.0
max_core_density: 0.822639025995393
max_ring_system_complexity: 0.766283524904215
max_impact_crater_count: 0.938544130345009
max_axial_symmetry: 252.0
max_cloud_turbulence: 338.0
| Predicted + | Predicted - | |
|---|---|---|
| Actual + | 14 | 18 |
| Actual - | 2 | 32 |
Accuracy 0.697, Precision 0.875, Recall 0.438, F1 0.583