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: 3.11839228628988
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: 2.97603964020825
mean_surface_roughness: 358.5
mean_magnetosphere_extent: 4.81299703319041
mean_atmospheric_depth: 6.9985096422506
mean_tidal_distortion: 264.0
mean_core_density: 0.903668895716609
mean_ring_system_complexity: 0.870322019147084
mean_impact_crater_count: 0.928237925945178
mean_axial_symmetry: 205.5
mean_cloud_turbulence: 119.0
orbital_radius_error: 0.923525852372309
surface_roughness_error: 1.3597793938724
magnetosphere_extent_error: 2.37318351587061
atmospheric_depth_error: 9.67160793250016
tidal_distortion_error: 0.103682206766639
core_density_error: 0.164984847789123
ring_system_complexity_error: 0.225410736212808
impact_crater_count_error: 0.13823892360692
axial_symmetry_error: 0.151426549851735
cloud_turbulence_error: 0.0649384323802169
max_orbital_radius: 3.10503500844444
max_surface_roughness: 359.0
max_magnetosphere_extent: 4.94805041890463
max_atmospheric_depth: 7.24708058458576
max_tidal_distortion: 301.5
max_core_density: 0.825286787158538
max_ring_system_complexity: 0.743715603153354
max_impact_crater_count: 0.870322019147084
max_axial_symmetry: 82.0
max_cloud_turbulence: 182.0
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: 2.70938264633599
mean_surface_roughness: 115.0
mean_magnetosphere_extent: 4.5063438316812
mean_atmospheric_depth: 6.4093521752147
mean_tidal_distortion: 58.0
mean_core_density: 0.947140110436537
mean_ring_system_complexity: 0.979556652659007
mean_impact_crater_count: 0.974165140474613
mean_axial_symmetry: 116.0
mean_cloud_turbulence: 74.5
orbital_radius_error: 0.462817458616245
surface_roughness_error: 0.809258920247408
magnetosphere_extent_error: 1.26728055299527
atmospheric_depth_error: 4.38748219369606
tidal_distortion_error: 0.0695485441975603
core_density_error: 0.0961145150328503
ring_system_complexity_error: 0.0959843737282272
impact_crater_count_error: 0.10373041983912
axial_symmetry_error: 0.10821275340735
cloud_turbulence_error: 0.0458693797647189
max_orbital_radius: 2.7669478423497
max_surface_roughness: 90.5
max_magnetosphere_extent: 4.58016002298392
max_atmospheric_depth: 6.53654665955206
max_tidal_distortion: 59.0
max_core_density: 0.907688118362531
max_ring_system_complexity: 0.941087897609637
max_impact_crater_count: 0.924077770385156
max_axial_symmetry: 30.0
max_cloud_turbulence: 72.0
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: 3.0568273729138
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: 2.83732253680635
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: 2.52011290552262
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
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: 2.62249231274056
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 Qtharri when it should have been Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Qtharri)
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 Fylaran when it should have been Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Fylaran)
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
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
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
| Predicted + | Predicted - | |
|---|---|---|
| Actual + | 25 | 7 |
| Actual - | 1 | 33 |
Accuracy 0.879, Precision 0.962, Recall 0.781, F1 0.862