Dataset: wisconsin
Round ID: 85
Prompt used:
If mean_surface_roughness > 400 AND mean_tidal_distortion < 200, then Qtharri. Else If mean_surface_roughness > 400, then Fylaran. Else if mean_cloud_turbulence > 400 AND mean_surface_roughness < 400, then Qtharri. Else if mean_cloud_turbulence > 400, then Fylaran. Else if mean_cloud_turbulence < 200 AND mean_tidal_distortion > 400, then Fylaran. Else Qtharri
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 14 18
Actual Qtharri 2 32
Accuracy: 0.697
Precision: 0.875
Recall: 0.438
F1 Score: 0.583
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: 2.8100049236252
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: 2.41412646772695
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: 2.62900699376176
mean_surface_roughness: 232.0
mean_magnetosphere_extent: 4.43307614934957
mean_atmospheric_depth: 6.22910254457264
mean_tidal_distortion: 342.0
mean_core_density: 0.912858525185767
mean_ring_system_complexity: 0.96256581543763
mean_impact_crater_count: 0.977373796608513
mean_axial_symmetry: 225.5
mean_cloud_turbulence: 218.0
orbital_radius_error: 0.51526692111953
surface_roughness_error: 1.04642247682282
magnetosphere_extent_error: 1.33341666406266
atmospheric_depth_error: 4.51109742745598
tidal_distortion_error: 0.0727530068107154
core_density_error: 0.128879788950789
ring_system_complexity_error: 0.143909693905588
impact_crater_count_error: 0.0904378239455152
axial_symmetry_error: 0.132211951048307
cloud_turbulence_error: 0.0533666562565053
max_orbital_radius: 2.7239235502585
max_surface_roughness: 261.0
max_magnetosphere_extent: 4.53130833738964
max_atmospheric_depth: 6.43470701955018
max_tidal_distortion: 256.0
max_core_density: 0.823655382587925
max_ring_system_complexity: 0.852442247037763
max_impact_crater_count: 0.92656079165354
max_axial_symmetry: 266.5
max_cloud_turbulence: 271.5
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: 2.7434173449395
mean_surface_roughness: 542.0
mean_magnetosphere_extent: 4.58220857435074
mean_atmospheric_depth: 6.49193675879448
mean_tidal_distortion: 506.0
mean_core_density: 0.86244070720138
mean_ring_system_complexity: 0.859180341953776
mean_impact_crater_count: 0.931410901233188
mean_axial_symmetry: 540.0
mean_cloud_turbulence: 501.0
orbital_radius_error: 0.608276253029822
surface_roughness_error: 1.01636607578175
magnetosphere_extent_error: 1.69676162144245
atmospheric_depth_error: 5.70526073023836
tidal_distortion_error: 0.0748799038460921
core_density_error: 0.20591260281974
ring_system_complexity_error: 0.217738375120235
impact_crater_count_error: 0.104403065089106
axial_symmetry_error: 0.136271787248865
cloud_turbulence_error: 0.0739324015570981
max_orbital_radius: 2.91560622907471
max_surface_roughness: 546.0
max_magnetosphere_extent: 4.82911341747287
max_atmospheric_depth: 6.85033800811219
max_tidal_distortion: 531.0
max_core_density: 0.603245460577909
max_ring_system_complexity: 0.587337013978621
max_impact_crater_count: 0.853825136612022
max_axial_symmetry: 547.0
max_cloud_turbulence: 559.0
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: 2.76945882923085
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
Round ID: 117
Prompt used:
Inference rules for classifying entities as Fylaran or Qtharri:
1. If mean_ring_system_complexity ≥ 0.97 OR mean_impact_crater_count ≥ 0.97, predict Qtharri.
2. If BOTH mean_ring_system_complexity ≥ 0.945 AND mean_impact_crater_count ≥ 0.945, predict Qtharri UNLESS mean_core_density ≥ 0.94 AND max_ring_system_complexity < 0.9 AND max_impact_crater_count < 0.9, in which case predict Fylaran.
3. Otherwise, predict Fylaran.
Apply these rules strictly and use only the provided feature values.
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 25 7
Actual Qtharri 7 27
Accuracy: 0.788
Precision: 0.781
Recall: 0.781
F1 Score: 0.781
Examples for Correctly predicted Fylaran: (Correct answer: Fylaran, What the previous set of rules predicted: Fylaran)
Entity Data:
mean_orbital_radius: 2.97705900828837
mean_surface_roughness: 515.0
mean_magnetosphere_extent: 4.83469334426634
mean_atmospheric_depth: 6.99301512293296
mean_tidal_distortion: 440.0
mean_core_density: 0.84125515268781
mean_ring_system_complexity: 0.811754200827989
mean_impact_crater_count: 0.889363215937389
mean_axial_symmetry: 522.0
mean_cloud_turbulence: 300.0
orbital_radius_error: 0.911427451857799
surface_roughness_error: 1.21078486941322
magnetosphere_extent_error: 2.36093201935168
atmospheric_depth_error: 10.2469507659596
tidal_distortion_error: 0.079044291381478
core_density_error: 0.183684512139701
ring_system_complexity_error: 0.227947362344906
impact_crater_count_error: 0.107610408418517
axial_symmetry_error: 0.141668627437411
cloud_turbulence_error: 0.0675277720645365
max_orbital_radius: 3.18428438009858
max_surface_roughness: 517.5
max_magnetosphere_extent: 5.08450514266271
max_atmospheric_depth: 7.42117752859539
max_tidal_distortion: 446.0
max_core_density: 0.701409833765869
max_ring_system_complexity: 0.619847517510692
max_impact_crater_count: 0.844024307900067
max_axial_symmetry: 492.0
max_cloud_turbulence: 466.0
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: 2.82435065679837
mean_surface_roughness: 489.5
mean_magnetosphere_extent: 4.65109911787649
mean_atmospheric_depth: 6.66402629405882
mean_tidal_distortion: 112.0
mean_core_density: 0.90892564988184
mean_ring_system_complexity: 0.909603594753406
mean_impact_crater_count: 0.949090771041342
mean_axial_symmetry: 333.5
mean_cloud_turbulence: 23.0
orbital_radius_error: 0.635059052372297
surface_roughness_error: 1.03826778819339
magnetosphere_extent_error: 1.70381923923872
atmospheric_depth_error: 6.04814021001498
tidal_distortion_error: 0.0988382517044894
core_density_error: 0.176804977305505
ring_system_complexity_error: 0.224744299149055
impact_crater_count_error: 0.141138230115019
axial_symmetry_error: 0.172655726809162
cloud_turbulence_error: 0.0547905101272109
max_orbital_radius: 2.88144312715186
max_surface_roughness: 368.5
max_magnetosphere_extent: 4.72738781871234
max_atmospheric_depth: 6.77707695534002
max_tidal_distortion: 118.0
max_core_density: 0.838644750083865
max_ring_system_complexity: 0.811556565492615
max_impact_crater_count: 0.899361453368109
max_axial_symmetry: 279.0
max_cloud_turbulence: 31.0
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: 2.52172062291072
mean_surface_roughness: 387.0
mean_magnetosphere_extent: 4.31495156588431
mean_atmospheric_depth: 5.99769509685862
mean_tidal_distortion: 485.0
mean_core_density: 0.914394396591138
mean_ring_system_complexity: 0.956105209817288
mean_impact_crater_count: 0.978157737716784
mean_axial_symmetry: 328.5
mean_cloud_turbulence: 492.5
orbital_radius_error: 0.570175411605937
surface_roughness_error: 1.47444904964532
magnetosphere_extent_error: 1.44118007202431
atmospheric_depth_error: 4.96185449202211
tidal_distortion_error: 0.101833196944808
core_density_error: 0.130613934938046
ring_system_complexity_error: 0.160810447421802
impact_crater_count_error: 0.0866371744691619
axial_symmetry_error: 0.134759044223384
cloud_turbulence_error: 0.0630555310817378
max_orbital_radius: 2.64688376586472
max_surface_roughness: 490.0
max_magnetosphere_extent: 4.44886719159269
max_atmospheric_depth: 6.26549130873676
max_tidal_distortion: 495.0
max_core_density: 0.856457690990065
max_ring_system_complexity: 0.850701829008932
max_impact_crater_count: 0.942267283537648
max_axial_symmetry: 258.0
max_cloud_turbulence: 395.0
| Predicted + | Predicted - | |
|---|---|---|
| Actual + | 24 | 8 |
| Actual - | 1 | 33 |
Accuracy 0.864, Precision 0.960, Recall 0.750, F1 0.842