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: 3.22882615572137
mean_surface_roughness: 353.5
mean_magnetosphere_extent: 5.1191907006506
mean_atmospheric_depth: 7.47420480649612
mean_tidal_distortion: 568.0
mean_core_density: 0.777181938291754
mean_ring_system_complexity: 0.700869077656294
mean_impact_crater_count: 0.832500832500833
mean_axial_symmetry: 565.0
mean_cloud_turbulence: 472.5
orbital_radius_error: 1.22841361112615
surface_roughness_error: 1.76635217326557
magnetosphere_extent_error: 3.1316130029108
atmospheric_depth_error: 15.2643375224737
tidal_distortion_error: 0.15274161188098
core_density_error: 0.313145333671125
ring_system_complexity_error: 0.35749125863439
impact_crater_count_error: 0.134981480211176
axial_symmetry_error: 0.213236957397164
cloud_turbulence_error: 0.099373034571759
max_orbital_radius: 3.29657733253205
max_surface_roughness: 236.0
max_magnetosphere_extent: 5.20345708552408
max_atmospheric_depth: 7.63723438878947
max_tidal_distortion: 535.0
max_core_density: 0.702049985959
max_ring_system_complexity: 0.632791242169208
max_impact_crater_count: 0.816459830176355
max_axial_symmetry: 448.0
max_cloud_turbulence: 287.5
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: 2.62249231274056
mean_surface_roughness: 457.0
mean_magnetosphere_extent: 4.41546141076012
mean_atmospheric_depth: 6.22910254457264
mean_tidal_distortion: 207.0
mean_core_density: 0.94552812473407
mean_ring_system_complexity: 0.955009502344548
mean_impact_crater_count: 0.973671911512697
mean_axial_symmetry: 112.0
mean_cloud_turbulence: 240.0
orbital_radius_error: 0.486518242206806
surface_roughness_error: 1.17473401244707
magnetosphere_extent_error: 1.20706255016051
atmospheric_depth_error: 4.45757781760453
tidal_distortion_error: 0.086596766683289
core_density_error: 0.109635760589326
ring_system_complexity_error: 0.152708873350569
impact_crater_count_error: 0.0944457516249408
axial_symmetry_error: 0.128335497817245
cloud_turbulence_error: 0.0512737749731771
max_orbital_radius: 2.74019465442878
max_surface_roughness: 507.0
max_magnetosphere_extent: 4.53302950821041
max_atmospheric_depth: 6.48402436206708
max_tidal_distortion: 393.0
max_core_density: 0.867829558274755
max_ring_system_complexity: 0.821220333415455
max_impact_crater_count: 0.914653666389222
max_axial_symmetry: 291.5
max_cloud_turbulence: 297.0
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: 2.6217658325052
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
Round ID: 324
Prompt used:
To classify an entity as either 'Fylaran' or 'Qtharri,' follow these revised rules. These rules are arranged hierarchically, and conflicts are resolved by strict prioritization. Entities with critical features falling near thresholds will now trigger additional checks.
1. **Primary Orbital and Magnetosphere Rule**:
- If mean_orbital_radius > 2.85, classify as Fylaran.
- If mean_orbital_radius <= 2.85 and mean_orbital_radius > 2.65 AND mean_magnetosphere_extent > 4.4 and magnetosphere_extent_error < 1.5, classify as Fylaran.
- Else, classify as Qtharri.
2. **Surface Roughness Rule**:
- If mean_surface_roughness > 460 OR max_surface_roughness > 500, classify as Fylaran IF all of the following conditions hold:
- mean_orbital_radius > 2.65
- mean_tidal_distortion > 250
- mean_cloud_turbulence > 200.
- Otherwise, classify as Qtharri.
3. **Magnetosphere-Climate Interaction Rule**:
- If mean_magnetosphere_extent > 4.7 AND mean_cloud_turbulence > 450, classify as Fylaran unless mean_tidal_distortion < 200 or max_cloud_turbulence < 400.
- Revert to Qtharri if magnetosphere_extent_error > 1.8, regardless of the above.
4. **Core Density and Ring Complexity Rule**:
- If mean_core_density > 0.87 AND mean_ring_system_complexity > 0.9, classify as Fylaran IF surface roughness conditions from Rule 2 are also satisfied.
- Entities meeting only core_density > 0.87 but failing other criteria must default to Qtharri.
5. **Axial Symmetry and Cloud Override Rule**:
- If mean_axial_symmetry > 500 AND mean_cloud_turbulence > 300, classify as Fylaran regardless of other rules.
- If mean_axial_symmetry > 500 and mean_cloud_turbulence < 200, override all previous rules and classify as Qtharri.
6. **Atmospheric Depth and Tidal Distortion Rule (Edge Cases)**:
- For entities with mean_atmospheric_depth < 6.0:
- If max_tidal_distortion > 300 AND mean_core_density > 0.82, classify as Fylaran provided mean_surface_roughness > 220.
- Otherwise, classify as Qtharri.
7. **Low-Radius Exception Rule**:
- If mean_orbital_radius < 2.5 and magnetosphere_extent_error > 1.2, override all rules and classify as Qtharri.
8. **Final Conflict Resolution Rule**:
- If unable to classify definitively after applying all rules, document the entity’s values and default to Qtharri.
### Special Notes:
- Entities that fit multiple criteria for Fylaran must satisfy the strictest thresholds to override Qtharri classification.
- Edge cases related to atmospheric depth and magnetosphere extent should be flagged for review in subsequent analyses if thresholds are narrowly exceeded or met.
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 23 9
Actual Qtharri 0 34
Accuracy: 0.864
Precision: 1.000
Recall: 0.719
F1 Score: 0.836
Examples for Correctly predicted Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 3.22882615572137
mean_surface_roughness: 353.5
mean_magnetosphere_extent: 5.1191907006506
mean_atmospheric_depth: 7.47420480649612
mean_tidal_distortion: 568.0
mean_core_density: 0.777181938291754
mean_ring_system_complexity: 0.700869077656294
mean_impact_crater_count: 0.832500832500833
mean_axial_symmetry: 565.0
mean_cloud_turbulence: 472.5
orbital_radius_error: 1.22841361112615
surface_roughness_error: 1.76635217326557
magnetosphere_extent_error: 3.1316130029108
atmospheric_depth_error: 15.2643375224737
tidal_distortion_error: 0.15274161188098
core_density_error: 0.313145333671125
ring_system_complexity_error: 0.35749125863439
impact_crater_count_error: 0.134981480211176
axial_symmetry_error: 0.213236957397164
cloud_turbulence_error: 0.099373034571759
max_orbital_radius: 3.29657733253205
max_surface_roughness: 236.0
max_magnetosphere_extent: 5.20345708552408
max_atmospheric_depth: 7.63723438878947
max_tidal_distortion: 535.0
max_core_density: 0.702049985959
max_ring_system_complexity: 0.632791242169208
max_impact_crater_count: 0.816459830176355
max_axial_symmetry: 448.0
max_cloud_turbulence: 287.5
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: 2.83732253680635
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 Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
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
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: 3.0568273729138
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: 2.59897910604785
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: 2.63547950826737
mean_surface_roughness: 135.5
mean_magnetosphere_extent: 4.43248207816237
mean_atmospheric_depth: 6.24358420665871
mean_tidal_distortion: 360.5
mean_core_density: 0.926414867105787
mean_ring_system_complexity: 0.942018746173049
mean_impact_crater_count: 0.967398664989842
mean_axial_symmetry: 239.0
mean_cloud_turbulence: 390.0
orbital_radius_error: 0.457602447545902
surface_roughness_error: 0.873842090998139
magnetosphere_extent_error: 1.10950439386241
atmospheric_depth_error: 4.20356991139674
tidal_distortion_error: 0.093407708461347
core_density_error: 0.141527382509534
ring_system_complexity_error: 0.152807067899361
impact_crater_count_error: 0.106395488626163
axial_symmetry_error: 0.162018517460196
cloud_turbulence_error: 0.0687459089691888
max_orbital_radius: 2.69056488676119
max_surface_roughness: 111.0
max_magnetosphere_extent: 4.49769632768286
max_atmospheric_depth: 6.37400215057244
max_tidal_distortion: 443.5
max_core_density: 0.828637719588996
max_ring_system_complexity: 0.816926721673066
max_impact_crater_count: 0.904486251808973
max_axial_symmetry: 482.0
max_cloud_turbulence: 454.0
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 + | 25 | 7 |
| Actual - | 1 | 33 |
Accuracy 0.879, Precision 0.962, Recall 0.781, F1 0.862