Dataset: wisconsin
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: 3.11839228628988
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: 2.62249231274056
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: 2.58926666511224
mean_surface_roughness: 16.0
mean_magnetosphere_extent: 4.38014987466102
mean_atmospheric_depth: 6.14225243623005
mean_tidal_distortion: 391.5
mean_core_density: 0.934745422084295
mean_ring_system_complexity: 0.961658668872071
mean_impact_crater_count: 0.964320154291225
mean_axial_symmetry: 429.0
mean_cloud_turbulence: 205.5
orbital_radius_error: 0.485798312059645
surface_roughness_error: 0.815843122174846
magnetosphere_extent_error: 1.29228479833201
atmospheric_depth_error: 4.17492514902962
tidal_distortion_error: 0.0896939239859646
core_density_error: 0.108627804912002
ring_system_complexity_error: 0.129730489862638
impact_crater_count_error: 0.111400179533069
axial_symmetry_error: 0.138708327075198
cloud_turbulence_error: 0.0474130783645188
max_orbital_radius: 2.67414864942653
max_surface_roughness: 10.0
max_magnetosphere_extent: 4.47699584726458
max_atmospheric_depth: 6.31010007988141
max_tidal_distortion: 348.5
max_core_density: 0.887626486774365
max_ring_system_complexity: 0.889521437466643
max_impact_crater_count: 0.914151986909344
max_axial_symmetry: 289.5
max_cloud_turbulence: 81.0
Round ID: 302
Prompt used:
Classification Rules for Cosmic Entities (Further Extended):
IMPORTANT: Apply these rules in the listed order. Once a rule matches, use its classification and stop.
1. High Confidence Qtharri Identification Rules (Apply first):
- If mean_ring_system_complexity >= 0.99 AND mean_impact_crater_count >= 0.99, classify as Qtharri immediately.
- If mean_ring_system_complexity > 0.96 AND mean_impact_crater_count > 0.975, classify as Qtharri regardless of other factors.
- If mean_impact_crater_count > 0.98 AND mean_cloud_turbulence < 350, classify as Qtharri regardless of other factors.
- If mean_axial_symmetry < 50 AND mean_cloud_turbulence < 50 AND mean_orbital_radius > 2.6, classify as Qtharri.
- If mean_tidal_distortion < 120 AND mean_impact_crater_count > 0.96 AND mean_cloud_turbulence < 180, classify as Qtharri.
- If orbital_radius_error < 0.45 AND atmospheric_depth_error < 4.0 AND mean_impact_crater_count > 0.96, classify as Qtharri.
2. High Confidence Fylaran Identification Rules (Apply second):
- If mean_cloud_turbulence > 500 AND mean_orbital_radius > 2.5, classify as Fylaran.
- If mean_cloud_turbulence > 450 AND mean_orbital_radius > 2.65 AND mean_tidal_distortion > 400, classify as Fylaran.
- If mean_tidal_distortion > 530 AND mean_orbital_radius > 2.6, classify as Fylaran.
- If orbital_radius_error > 0.85 AND atmospheric_depth_error > 9.0, classify as Fylaran.
- If atmospheric_depth_error > 10.0, classify as Fylaran.
3. Primary Orbital Classification:
- If mean_orbital_radius > 2.95, classify as Fylaran.
- If mean_orbital_radius < 2.4, classify as Qtharri.
4. Surface and Atmosphere Rules:
- If mean_atmospheric_depth > 6.85, classify as Fylaran.
- If max_orbital_radius > 3.05, classify as Fylaran.
- If mean_atmospheric_depth < 5.9, classify as Qtharri.
5. Combined Feature Rules for Boundary Cases (when mean_orbital_radius is between 2.4 and 2.95):
- If mean_orbital_radius is between 2.4 and 2.7 AND mean_cloud_turbulence > 350 AND mean_impact_crater_count < 0.96, classify as Fylaran.
- If mean_orbital_radius is between 2.4 and 2.7 AND mean_axial_symmetry > 500, classify as Fylaran.
- If mean_orbital_radius is between 2.4 and 2.7 AND mean_tidal_distortion > 500, classify as Fylaran.
- If mean_orbital_radius is between 2.6 and 2.8 AND mean_atmospheric_depth < 6.35 AND mean_cloud_turbulence < 250 AND mean_tidal_distortion < 300 AND mean_impact_crater_count > 0.96, classify as Qtharri.
- If mean_orbital_radius is between 2.7 and 2.85 AND mean_atmospheric_depth > 6.5 AND max_orbital_radius < 2.85 AND mean_cloud_turbulence < 150 AND mean_tidal_distortion < 300, classify as Qtharri.
- If mean_orbital_radius is between 2.6 and 2.8 AND mean_ring_system_complexity < 0.8, classify as Fylaran.
- If mean_orbital_radius is between 2.8 and 2.9 AND mean_impact_crater_count > 0.97 AND mean_cloud_turbulence < 100, classify as Qtharri.
- If mean_orbital_radius is between 2.8 and 2.95 AND mean_cloud_turbulence < 80 AND mean_axial_symmetry < 150, classify as Qtharri,
EXCEPT if (mean_atmospheric_depth > 6.6 AND mean_tidal_distortion < 300 AND mean_ring_system_complexity > 0.93), in which case classify as Fylaran.
6. Fylaran-leaning Boundary Rules:
- If mean_orbital_radius is between 2.65 and 2.75 AND mean_atmospheric_depth is between 6.3 and 6.5 AND mean_cloud_turbulence > 250, classify as Fylaran.
- If mean_orbital_radius is between 2.75 and 2.87 AND mean_atmospheric_depth is between 6.5 and 6.75 AND mean_cloud_turbulence > 180 AND mean_tidal_distortion > 350, classify as Fylaran.
- If mean_orbital_radius is between 2.65 and 2.8 AND mean_atmospheric_depth > 6.25 AND mean_tidal_distortion > 250 AND mean_cloud_turbulence > 175, classify as Fylaran.
- If mean_orbital_radius is between 2.7 and 2.85 AND mean_atmospheric_depth > 6.45 AND mean_tidal_distortion > 350, classify as Fylaran.
- If mean_orbital_radius is between 2.5 and 2.7 AND mean_cloud_turbulence > 400 AND mean_tidal_distortion > 300, classify as Fylaran.
- If mean_orbital_radius is between 2.6 and 2.85 AND mean_cloud_turbulence > 300 AND mean_axial_symmetry > 450, classify as Fylaran.
7. Error Measurement and Feature Combination Rules:
- If orbital_radius_error > 0.65 AND atmospheric_depth_error > 5.5 AND mean_orbital_radius > 2.7 AND mean_tidal_distortion > 300, classify as Fylaran.
- If orbital_radius_error > 0.65 AND atmospheric_depth_error > 6.0 AND mean_orbital_radius > 2.65, classify as Fylaran.
- If orbital_radius_error < 0.48 AND core_density_error < 0.12 AND mean_impact_crater_count > 0.96 AND mean_cloud_turbulence < 150, classify as Qtharri.
- If max_orbital_radius > 2.9 AND mean_atmospheric_depth > 6.7 AND orbital_radius_error > 0.6, classify as Fylaran.
8. Specific Rules for Edge Cases:
- If mean_orbital_radius is between 2.55 and 2.7 AND mean_atmospheric_depth is between 6.0 and 6.35 AND mean_cloud_turbulence > 400 AND mean_axial_symmetry > 350, classify as Fylaran.
- If mean_orbital_radius is between 2.7 and 2.8 AND mean_atmospheric_depth > 6.35 AND mean_tidal_distortion > 300, classify as Fylaran.
- If mean_orbital_radius is between 2.65 and 2.75 AND mean_tidal_distortion > 400 AND mean_impact_crater_count < 0.96, classify as Fylaran.
- If mean_orbital_radius is between 2.8 and 2.95 AND mean_atmospheric_depth > 6.6 AND mean_cloud_turbulence > 150, classify as Fylaran.
- If mean_orbital_radius is between 2.75 and 2.95 AND mean_atmospheric_depth > 6.5 AND mean_tidal_distortion > 250 AND mean_axial_symmetry > 200, classify as Fylaran.
9. Additional Specific Overriding Rules for High Ring Complexity and Crater Count:
- If mean_orbital_radius < 2.65 AND mean_ring_system_complexity > 0.93 AND mean_impact_crater_count > 0.96 AND mean_tidal_distortion < 400 AND mean_cloud_turbulence > 350,
classify as Qtharri. (This corrects certain false positives at lower orbital radii.)
- If mean_orbital_radius is between 2.75 and 2.8 AND mean_atmospheric_depth > 6.55 AND mean_ring_system_complexity > 0.93 AND mean_impact_crater_count > 0.96 AND mean_cloud_turbulence < 250,
classify as Fylaran. (This corrects certain false negatives in that orbital range.)
10. Tie-Breaking Rules (if none of the above apply):
- If mean_cloud_turbulence > 350 AND mean_orbital_radius > 2.5, classify as Fylaran.
- If mean_axial_symmetry > 500 AND mean_orbital_radius > 2.6, classify as Fylaran.
- If mean_tidal_distortion > 500 AND mean_orbital_radius > 2.65, classify as Fylaran.
- If mean_orbital_radius > 2.7 AND mean_tidal_distortion > 320 AND mean_cloud_turbulence > 250, classify as Fylaran.
- If mean_orbital_radius > 2.75 AND mean_atmospheric_depth > 6.4 AND mean_cloud_turbulence > 175, classify as Fylaran.
- If mean_orbital_radius > 2.8 AND mean_atmospheric_depth > 6.6, classify as Fylaran.
- If mean_orbital_radius < 2.7 AND mean_impact_crater_count > 0.965, classify as Qtharri.
- Otherwise, classify as Qtharri.
Use these updated rules carefully, as they are designed to reduce both false positives and false negatives by:
• Retaining the definitive Qtharri conditions first.
• Refining boundary-level Fylaran rules to address missed cases.
• Adding additional specific overrides for high ring-system complexity and impact crater count in borderline orbital ranges.
• Maintaining distinct high-confidence Fylaran rules for large orbital radius, deeper atmosphere, and atmospheric errors.
• Using tie-breakers only if none of the specialized rules match.
Confusion Matrix:
Predicted Fylaran Predicted Qtharri
Actual Fylaran 26 6
Actual Qtharri 9 25
Accuracy: 0.773
Precision: 0.743
Recall: 0.812
F1 Score: 0.776
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: 2.52011290552262
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
Examples for Correctly predicted Qtharri: (Correct answer: Qtharri, What the previous set of rules predicted: Qtharri)
Entity Data:
mean_orbital_radius: 2.36724860631977
mean_surface_roughness: 238.0
mean_magnetosphere_extent: 4.12810165902023
mean_atmospheric_depth: 5.66052696598524
mean_tidal_distortion: 98.0
mean_core_density: 0.948514626095534
mean_ring_system_complexity: 0.98542555602637
mean_impact_crater_count: 0.994264090462124
mean_axial_symmetry: 192.0
mean_cloud_turbulence: 373.5
orbital_radius_error: 0.584465567848098
surface_roughness_error: 1.14542568506211
magnetosphere_extent_error: 1.50831031289984
atmospheric_depth_error: 4.58039299623951
tidal_distortion_error: 0.104785495179438
core_density_error: 0.112116011345392
ring_system_complexity_error: 0.101538170162752
impact_crater_count_error: 0.0627216071222669
axial_symmetry_error: 0.164103625797848
cloud_turbulence_error: 0.0545802161959808
max_orbital_radius: 2.49732916978656
max_surface_roughness: 256.0
max_magnetosphere_extent: 4.27819273092867
max_atmospheric_depth: 5.94332417178005
max_tidal_distortion: 351.0
max_core_density: 0.888494002665482
max_ring_system_complexity: 0.939770132225658
max_impact_crater_count: 0.975609756097561
max_axial_symmetry: 380.0
max_cloud_turbulence: 267.0
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: 2.61227324570844
mean_surface_roughness: 381.5
mean_magnetosphere_extent: 4.42064620563894
mean_atmospheric_depth: 6.17669852534897
mean_tidal_distortion: 341.0
mean_core_density: 0.892140244446427
mean_ring_system_complexity: 0.903750564844103
mean_impact_crater_count: 0.943209364182568
mean_axial_symmetry: 244.0
mean_cloud_turbulence: 500.0
orbital_radius_error: 0.585149553533112
surface_roughness_error: 1.34275835502893
magnetosphere_extent_error: 1.64651146367099
atmospheric_depth_error: 4.5254833995939
tidal_distortion_error: 0.113622180933126
core_density_error: 0.201047258126044
ring_system_complexity_error: 0.225853935099657
impact_crater_count_error: 0.151492574075431
axial_symmetry_error: 0.146424041741785
cloud_turbulence_error: 0.0767528501099471
max_orbital_radius: 2.66235524184008
max_surface_roughness: 289.5
max_magnetosphere_extent: 4.49980967033027
max_atmospheric_depth: 6.26985357264817
max_tidal_distortion: 252.5
max_core_density: 0.816326530612245
max_ring_system_complexity: 0.818598559266536
max_impact_crater_count: 0.90049527239982
max_axial_symmetry: 46.0
max_cloud_turbulence: 357.0
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 + | 28 | 4 |
| Actual - | 3 | 31 |
Accuracy 0.894, Precision 0.903, Recall 0.875, F1 0.889