Dataset: wisconsin
Round ID: 202
Prompt used:
To determine if an entity is Fylaran or Qtharri, evaluate the following classification rules:
Entity is classified as Fylaran if it meets at least 3 of these primary criteria:
1. mean_orbital_radius > 2.75
2. mean_magnetosphere_extent > 4.55
3. mean_atmospheric_depth > 6.50
4. mean_tidal_distortion > 300
5. orbital_radius_error > 0.7 OR magnetosphere_extent_error > 1.8 OR atmospheric_depth_error > 7.0
Entity is classified as Qtharri if it meets at least 3 of these primary criteria:
1. mean_orbital_radius < 2.70
2. mean_core_density > 0.94
3. mean_ring_system_complexity > 0.94
4. mean_impact_crater_count > 0.97
5. mean_tidal_distortion < 100
In cases where an entity meets criteria for both categories or fails to meet 3 criteria for either category, apply the following tiebreaker rules in order:
- If mean_orbital_radius > 2.8 AND mean_magnetosphere_extent > 4.6, classify as Fylaran
- If mean_core_density > 0.95 AND mean_impact_crater_count > 0.98, classify as Qtharri
- If mean_tidal_distortion > 400, classify as Fylaran
- If mean_axial_symmetry < 50 AND mean_cloud_turbulence < 50, classify as Qtharri
- If atmospheric_depth_error > 8.0, classify as Fylaran
- If none of the above applies, classify based on mean_orbital_radius (> 2.7 = Fylaran, ≤ 2.7 = Qtharri)
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 29 3
Actual Qtharri 13 21
Accuracy: 0.758
Precision: 0.690
Recall: 0.906
F1 Score: 0.784
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: 2.69462718077007
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: 2.76945882923085
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: 2.53369681395743
mean_surface_roughness: 500.5
mean_magnetosphere_extent: 4.32055008757213
mean_atmospheric_depth: 6.03595978699453
mean_tidal_distortion: 28.0
mean_core_density: 0.946181212625842
mean_ring_system_complexity: 0.980642124463098
mean_impact_crater_count: 0.987040162664219
mean_axial_symmetry: 406.5
mean_cloud_turbulence: 168.0
orbital_radius_error: 0.501198563445667
surface_roughness_error: 1.33641310978305
magnetosphere_extent_error: 1.40035709731482
atmospheric_depth_error: 4.26731765867037
tidal_distortion_error: 0.0782432105680742
core_density_error: 0.152872495891184
ring_system_complexity_error: 0.12633289357883
impact_crater_count_error: 0.0836540495134575
axial_symmetry_error: 0.178717654416121
cloud_turbulence_error: 0.047021271782035
max_orbital_radius: 2.598235335095
max_surface_roughness: 471.0
max_magnetosphere_extent: 4.4114640703275
max_atmospheric_depth: 6.16856415992078
max_tidal_distortion: 29.0
max_core_density: 0.880204207376111
max_ring_system_complexity: 0.932496573075094
max_impact_crater_count: 0.954061918618518
max_axial_symmetry: 453.0
max_cloud_turbulence: 77.0
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: 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: 2.62249231274056
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: 2.73890266458497
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: 2.68375750853317
mean_surface_roughness: 112.0
mean_magnetosphere_extent: 4.48164569970259
mean_atmospheric_depth: 6.35662835844262
mean_tidal_distortion: 258.0
mean_core_density: 0.937822376441902
mean_ring_system_complexity: 0.955064228069338
mean_impact_crater_count: 0.964031967300036
mean_axial_symmetry: 222.5
mean_cloud_turbulence: 99.0
orbital_radius_error: 0.56938563381947
surface_roughness_error: 0.813142054010245
magnetosphere_extent_error: 1.41279864099595
atmospheric_depth_error: 5.21440312979348
tidal_distortion_error: 0.0804363102087608
core_density_error: 0.111713920350152
ring_system_complexity_error: 0.134536240470737
impact_crater_count_error: 0.105023806824929
axial_symmetry_error: 0.137767920794356
cloud_turbulence_error: 0.0423556371690947
max_orbital_radius: 2.76316950032329
max_surface_roughness: 80.0
max_magnetosphere_extent: 4.55503411649429
max_atmospheric_depth: 6.52854254201804
max_tidal_distortion: 243.5
max_core_density: 0.885661146045523
max_ring_system_complexity: 0.867077083152692
max_impact_crater_count: 0.915566460969402
max_axial_symmetry: 155.5
max_cloud_turbulence: 50.0
Round ID: 245
Prompt used:
Classify the entity as either Fylaran or Qtharri based on the following rules:
1. If mean_impact_crater_count >= 0.980, classify as Qtharri
2. If mean_impact_crater_count >= 0.965 and mean_impact_crater_count < 0.980:
- If mean_surface_roughness < 200, classify as Qtharri
- If mean_surface_roughness >= 400, classify as Fylaran
- Otherwise, if mean_orbital_radius >= 2.85, classify as Fylaran
- Otherwise, classify as Qtharri
3. If mean_impact_crater_count < 0.935, classify as Fylaran
4. If mean_impact_crater_count >= 0.935 and mean_impact_crater_count < 0.965:
- If mean_surface_roughness < 150, classify as Qtharri
- If mean_ring_system_complexity >= 0.965, classify as Qtharri
- If mean_ring_system_complexity < 0.915, classify as Fylaran
- If mean_ring_system_complexity >= 0.915 and mean_ring_system_complexity < 0.965:
* If mean_orbital_radius < 2.65, classify as Qtharri
* If mean_orbital_radius >= 2.82, classify as Fylaran
* If mean_orbital_radius >= 2.65 and mean_orbital_radius < 2.82:
- If mean_surface_roughness < 250, classify as Qtharri
- If mean_core_density >= 0.915, classify as Qtharri
- Otherwise, classify as Fylaran
Apply these rules in order and stop at the first classification decision.
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 30 2
Actual Qtharri 5 29
Accuracy: 0.894
Precision: 0.857
Recall: 0.938
F1 Score: 0.896
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: 2.8100049236252
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: 2.72261035243354
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: 2.48240351956988
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
| Predicted + | Predicted - | |
|---|---|---|
| Actual + | 29 | 3 |
| Actual - | 3 | 31 |
Accuracy 0.909, Precision 0.906, Recall 0.906, F1 0.906