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: 3.0568273729138
mean_surface_roughness: 467.0
mean_magnetosphere_extent: 4.89335213348152
mean_atmospheric_depth: 7.14282740116162
mean_tidal_distortion: 215.0
mean_core_density: 0.883938831432865
mean_ring_system_complexity: 0.872219799389446
mean_impact_crater_count: 0.920107100466494
mean_axial_symmetry: 491.0
mean_cloud_turbulence: 93.5
orbital_radius_error: 0.870402205879558
surface_roughness_error: 1.22841361112615
magnetosphere_extent_error: 2.13401030925345
atmospheric_depth_error: 9.37389993545909
tidal_distortion_error: 0.0775628777186613
core_density_error: 0.186601178988773
ring_system_complexity_error: 0.205718253929981
impact_crater_count_error: 0.112649900133112
axial_symmetry_error: 0.1630030674558
cloud_turbulence_error: 0.0664153596692813
max_orbital_radius: 3.22763733053677
max_surface_roughness: 470.0
max_magnetosphere_extent: 5.05688254526158
max_atmospheric_depth: 7.46794233228585
max_tidal_distortion: 158.5
max_core_density: 0.738606987222099
max_ring_system_complexity: 0.709320470988793
max_impact_crater_count: 0.86408018664132
max_axial_symmetry: 522.0
max_cloud_turbulence: 347.5
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: 2.69462718077007
mean_surface_roughness: 125.5
mean_magnetosphere_extent: 4.51557365217633
mean_atmospheric_depth: 6.37178277279419
mean_tidal_distortion: 366.0
mean_core_density: 0.886524822695035
mean_ring_system_complexity: 0.927738451975619
mean_impact_crater_count: 0.951755513043809
mean_axial_symmetry: 177.0
mean_cloud_turbulence: 411.0
orbital_radius_error: 0.52792044855262
surface_roughness_error: 0.787718223732319
magnetosphere_extent_error: 1.39892816112908
atmospheric_depth_error: 4.83218377133983
tidal_distortion_error: 0.0686804193347711
core_density_error: 0.143701078631999
ring_system_complexity_error: 0.132627297341083
impact_crater_count_error: 0.0959479025304879
axial_symmetry_error: 0.110453610171873
cloud_turbulence_error: 0.0559464029227975
max_orbital_radius: 2.86619290219901
max_surface_roughness: 136.0
max_magnetosphere_extent: 4.7122292582815
max_atmospheric_depth: 6.70122299347312
max_tidal_distortion: 377.5
max_core_density: 0.738443361394181
max_ring_system_complexity: 0.782533844588778
max_impact_crater_count: 0.878503030835456
max_axial_symmetry: 180.0
max_cloud_turbulence: 495.5
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: 2.48989419129904
mean_surface_roughness: 186.5
mean_magnetosphere_extent: 4.28013232699254
mean_atmospheric_depth: 5.90672331865289
mean_tidal_distortion: 542.0
mean_core_density: 0.903260771384699
mean_ring_system_complexity: 0.960956343753303
mean_impact_crater_count: 0.95906701960333
mean_axial_symmetry: 424.5
mean_cloud_turbulence: 556.0
orbital_radius_error: 0.421781934179263
surface_roughness_error: 1.01488915650922
magnetosphere_extent_error: 1.14804181108529
atmospheric_depth_error: 3.50713558335004
tidal_distortion_error: 0.112338773359869
core_density_error: 0.153231850475024
ring_system_complexity_error: 0.134164078649987
impact_crater_count_error: 0.113357840487546
axial_symmetry_error: 0.148996644257513
cloud_turbulence_error: 0.0911756546453054
max_orbital_radius: 2.5408142817263
max_surface_roughness: 132.0
max_magnetosphere_extent: 4.34484384354617
max_atmospheric_depth: 6.02126603834477
max_tidal_distortion: 529.0
max_core_density: 0.831186102568365
max_ring_system_complexity: 0.888415067519545
max_impact_crater_count: 0.913125262523513
max_axial_symmetry: 268.0
max_cloud_turbulence: 534.0
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: 2.83732253680635
mean_surface_roughness: 326.5
mean_magnetosphere_extent: 4.65491227788291
mean_atmospheric_depth: 6.7077177163824
mean_tidal_distortion: 226.0
mean_core_density: 0.922305024717775
mean_ring_system_complexity: 0.911004017527717
mean_impact_crater_count: 0.937752020855605
mean_axial_symmetry: 290.0
mean_cloud_turbulence: 28.5
orbital_radius_error: 0.864522989862039
surface_roughness_error: 1.00796825346833
magnetosphere_extent_error: 2.24254319913798
atmospheric_depth_error: 8.90224690738243
tidal_distortion_error: 0.104019228991567
core_density_error: 0.14842506526864
ring_system_complexity_error: 0.187082869338697
impact_crater_count_error: 0.134499070628759
axial_symmetry_error: 0.124498995979887
cloud_turbulence_error: 0.0441361529814278
max_orbital_radius: 3.03350963788802
max_surface_roughness: 253.0
max_magnetosphere_extent: 4.86599480426999
max_atmospheric_depth: 7.10987946307227
max_tidal_distortion: 454.5
max_core_density: 0.8302200083022
max_ring_system_complexity: 0.779483981604178
max_impact_crater_count: 0.868055555555556
max_axial_symmetry: 204.0
max_cloud_turbulence: 38.0
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: 2.59076704048748
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 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: 2.5687881337687
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
Round ID: 105
Prompt used:
Classify the entity as 'Fylaran' (Positive) or 'Qtharri' (Negative) based on its data. Apply the following rules in order:
1. If the 'mean_orbital_radius' is greater than or equal to 2.82, classify as 'Fylaran'.
2. Else (if 'mean_orbital_radius' is less than 2.82), check if 'mean_core_density' is less than or equal to 0.87 AND 'mean_ring_system_complexity' is less than or equal to 0.92. If both conditions are true, classify as 'Fylaran'.
3. Otherwise (if 'mean_orbital_radius' is less than 2.82 AND the conditions in rule 2 are not met), classify as 'Qtharri'.
Provide only the classification ('Fylaran' or 'Qtharri').
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 25 7
Actual Qtharri 0 34
Accuracy: 0.894
Precision: 1.000
Recall: 0.781
F1 Score: 0.877
Examples for Correctly predicted Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 3.00071981506503
mean_surface_roughness: 529.0
mean_magnetosphere_extent: 4.86830338551846
mean_atmospheric_depth: 7.03262426102801
mean_tidal_distortion: 545.0
mean_core_density: 0.848104486472733
mean_ring_system_complexity: 0.837731423305688
mean_impact_crater_count: 0.871915598570058
mean_axial_symmetry: 155.5
mean_cloud_turbulence: 512.0
orbital_radius_error: 0.720416546173115
surface_roughness_error: 1.7058722109232
magnetosphere_extent_error: 2.40852652051
atmospheric_depth_error: 8.19145896650896
tidal_distortion_error: 0.0868619594529159
core_density_error: 0.245967477524977
ring_system_complexity_error: 0.146082168658601
impact_crater_count_error: 0.135757136092362
axial_symmetry_error: 0.174814187067297
cloud_turbulence_error: 0.101931349446576
max_orbital_radius: 3.06011453248326
max_surface_roughness: 495.0
max_magnetosphere_extent: 4.95793750509581
max_atmospheric_depth: 7.1693500166706
max_tidal_distortion: 357.0
max_core_density: 0.78021377857533
max_ring_system_complexity: 0.804375804375804
max_impact_crater_count: 0.844523266615995
max_axial_symmetry: 76.0
max_cloud_turbulence: 425.0
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: 2.79239134953596
mean_surface_roughness: 195.5
mean_magnetosphere_extent: 4.64631212931927
mean_atmospheric_depth: 6.57130304216093
mean_tidal_distortion: 564.0
mean_core_density: 0.81406707912732
mean_ring_system_complexity: 0.803341902313625
mean_impact_crater_count: 0.889521437466643
mean_axial_symmetry: 552.0
mean_cloud_turbulence: 539.0
orbital_radius_error: 0.811911325207378
surface_roughness_error: 1.02907725657503
magnetosphere_extent_error: 2.01519229851645
atmospheric_depth_error: 7.7110310594628
tidal_distortion_error: 0.100747208398049
core_density_error: 0.214196171767845
ring_system_complexity_error: 0.223226342531521
impact_crater_count_error: 0.145842380671738
axial_symmetry_error: 0.137258879494188
cloud_turbulence_error: 0.0930591209930547
max_orbital_radius: 2.930126516456
max_surface_roughness: 192.0
max_magnetosphere_extent: 4.79413628550071
max_atmospheric_depth: 6.83496950925648
max_tidal_distortion: 545.0
max_core_density: 0.689512514652141
max_ring_system_complexity: 0.693048721325109
max_impact_crater_count: 0.817728350641917
max_axial_symmetry: 456.5
max_cloud_turbulence: 540.0
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.53449014997683
mean_surface_roughness: 135.5
mean_magnetosphere_extent: 4.33676772826827
mean_atmospheric_depth: 6.01420403407747
mean_tidal_distortion: 468.5
mean_core_density: 0.89541547277937
mean_ring_system_complexity: 0.933732971044941
mean_impact_crater_count: 0.956965271730289
mean_axial_symmetry: 368.0
mean_cloud_turbulence: 345.0
orbital_radius_error: 0.495580467734555
surface_roughness_error: 0.856679636737094
magnetosphere_extent_error: 1.29112354172635
atmospheric_depth_error: 3.98622628559895
tidal_distortion_error: 0.0767072356430604
core_density_error: 0.141598022585063
ring_system_complexity_error: 0.162203575792891
impact_crater_count_error: 0.114192819388962
axial_symmetry_error: 0.135941163743731
cloud_turbulence_error: 0.0445196585791041
max_orbital_radius: 2.61300665241532
max_surface_roughness: 102.0
max_magnetosphere_extent: 4.41799687846311
max_atmospheric_depth: 6.16688736221078
max_tidal_distortion: 384.5
max_core_density: 0.821692686935086
max_ring_system_complexity: 0.812875955129247
max_impact_crater_count: 0.90049527239982
max_axial_symmetry: 271.0
max_cloud_turbulence: 185.0
| Predicted + | Predicted - | |
|---|---|---|
| Actual + | 25 | 7 |
| Actual - | 1 | 33 |
Accuracy 0.879, Precision 0.962, Recall 0.781, F1 0.862