8886931
2489
Jeroen Ubbink
167133
Supervised Classification
area_under_roc_curve
8224
sklearn.pipeline.Pipeline(dimension_reduction=sklearn.decomposition.pca.PCA,scaler=sklearn.preprocessing.data.MinMaxScaler,neighbors=sklearn.neighbors.classification.KNeighborsClassifier)(1)
6835459
algorithm
"auto"
7681
leaf_size
30
7681
metric
"minkowski"
7681
metric_params
null
7681
n_jobs
1
7681
n_neighbors
100
7681
p
2
7681
weights
"uniform"
7681
copy
true
7689
feature_range
[0, 1]
7689
copy
true
7806
iterated_power
"auto"
7806
n_components
0.2
7806
random_state
28559
7806
svd_solver
"auto"
7806
tol
0.0
7806
whiten
false
7806
memory
null
8224
openml-python
Sklearn_0.19.1.
40926
CIFAR_10_small
https://www.openml.org/data/download/16797612/cifar-10-small.arff
-1
18689655
description
https://www.openml.org/data/download/18689655/description.xml
-1
18689656
predictions
https://www.openml.org/data/download/18689656/predictions.arff
area_under_roc_curve
0.59218121721986 [0.708616,0.51941,0.506348,0.544315,0.604946,0.563876,0.644738,0.560841,0.641396,0.625892]
average_cost
0
f_measure
0.13970606023657473 [0.299614,0.083783,0.068325,0.077841,0.125269,0.085156,0.228502,0.117705,0.143955,0.164557]
kappa
0.05723828200189874
kb_relative_information_score
1813.0167479592055
mean_absolute_error
0.17637440000000035
mean_prior_absolute_error
0.17999608295848674
number_of_instances
20000 [2005,1974,2032,2016,1999,1937,2030,2001,2025,1981]
precision
0.13787022669633295 [0.244409,0.11215,0.104781,0.105983,0.119963,0.097855,0.19357,0.116979,0.136243,0.144944]
predictive_accuracy
0.1516
prior_entropy
3.3217862890565693
recall
0.1516 [0.387032,0.066869,0.050689,0.061508,0.131066,0.075374,0.278818,0.118441,0.152593,0.190308]
relative_absolute_error
0.9798791012617665
root_mean_prior_squared_error
0.299996734149702
root_mean_squared_error
0.2984011846491241
root_relative_squared_error
0.9946814437660453
total_cost
0
area_under_roc_curve
0.5995939687578409 [0.700764,0.51724,0.532691,0.575284,0.608622,0.553458,0.661708,0.551693,0.665259,0.626302]
area_under_roc_curve
0.5910299566851562 [0.70434,0.554054,0.470872,0.539641,0.60814,0.563277,0.636615,0.550618,0.640782,0.642434]
area_under_roc_curve
0.5964607515169232 [0.703532,0.550925,0.550278,0.53739,0.593064,0.559316,0.625531,0.56375,0.623473,0.656168]
area_under_roc_curve
0.5870529958634927 [0.701191,0.525722,0.488927,0.542771,0.617401,0.576452,0.629112,0.567026,0.63321,0.587823]
area_under_roc_curve
0.5919185020487909 [0.730786,0.525906,0.491775,0.551997,0.584671,0.563291,0.651628,0.540354,0.658804,0.61816]
area_under_roc_curve
0.5957958762656377 [0.745703,0.49652,0.513528,0.557763,0.574699,0.559277,0.670287,0.572475,0.62117,0.644236]
area_under_roc_curve
0.58339149193242 [0.666302,0.508097,0.51643,0.517042,0.616156,0.57326,0.610694,0.577818,0.630087,0.617358]
area_under_roc_curve
0.5996384983880126 [0.716676,0.529426,0.494213,0.543555,0.607537,0.563109,0.645905,0.580946,0.657618,0.656151]
area_under_roc_curve
0.5879072635970783 [0.717125,0.495452,0.529093,0.525406,0.602543,0.53727,0.671934,0.557261,0.638385,0.601321]
area_under_roc_curve
0.5948589303668395 [0.706944,0.500677,0.480881,0.556235,0.644036,0.593203,0.652689,0.549412,0.649631,0.614016]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.1358949505882997 [0.31127,0.084416,0.059406,0.092593,0.133333,0.078078,0.216867,0.102804,0.126316,0.152125]
f_measure
0.13887349791185033 [0.315385,0.107937,0.048276,0.054217,0.125908,0.08,0.220441,0.123711,0.14218,0.169851]
f_measure
0.14056623916312766 [0.295327,0.119122,0.060811,0.050794,0.111675,0.08,0.21118,0.13198,0.151261,0.191781]
f_measure
0.13473604958729082 [0.296875,0.065359,0.067114,0.082111,0.138425,0.119318,0.205231,0.106329,0.113022,0.15222]
f_measure
0.13885870784285206 [0.293763,0.1125,0.048611,0.075949,0.140909,0.073394,0.219959,0.095923,0.146919,0.178423]
f_measure
0.14958420785587004 [0.310345,0.090323,0.075342,0.077922,0.124402,0.092219,0.251029,0.168269,0.12527,0.178082]
f_measure
0.13300133702065733 [0.261209,0.064725,0.060403,0.078292,0.135747,0.094675,0.238866,0.117021,0.126126,0.150495]
f_measure
0.14241930372271888 [0.278978,0.060201,0.11465,0.087464,0.113744,0.045326,0.219608,0.131234,0.1875,0.180523]
f_measure
0.14065222132302635 [0.312871,0.055728,0.073333,0.077419,0.138889,0.082111,0.24898,0.115473,0.141414,0.157447]
f_measure
0.14106557156999794 [0.318898,0.076023,0.071429,0.101266,0.083551,0.106509,0.252964,0.085213,0.174713,0.1373]
kappa
0.054935683122879185
kappa
0.05773851688264788
kappa
0.05876469811989081
kappa
0.05047273567750075
kappa
0.056016712782389344
kappa
0.06877403768687028
kappa
0.049911852933022104
kappa
0.05874090204182102
kappa
0.05885150437920172
kappa
0.05821430208540246
kb_relative_information_score
183.13546643183966
kb_relative_information_score
180.65947534533242
kb_relative_information_score
182.67084350490668
kb_relative_information_score
178.90291927208906
kb_relative_information_score
178.87387199908105
kb_relative_information_score
184.88229822637524
kb_relative_information_score
175.74414900457938
kb_relative_information_score
184.11496241716006
kb_relative_information_score
177.2952341569432
kb_relative_information_score
186.73752760092174
mean_absolute_error
0.17625699999999977
mean_absolute_error
0.1763779999999995
mean_absolute_error
0.17632699999999984
mean_absolute_error
0.17650499999999966
mean_absolute_error
0.17644499999999988
mean_absolute_error
0.17612999999999987
mean_absolute_error
0.17674199999999932
mean_absolute_error
0.17621500000000018
mean_absolute_error
0.17651499999999992
mean_absolute_error
0.17622999999999947
mean_prior_absolute_error
0.17999559220389702
mean_prior_absolute_error
0.17999559220389702
mean_prior_absolute_error
0.17999584707646074
mean_prior_absolute_error
0.1799963768115932
mean_prior_absolute_error
0.1799963768115932
mean_prior_absolute_error
0.1799963768115932
mean_prior_absolute_error
0.1799963768115932
mean_prior_absolute_error
0.17999615692153823
mean_prior_absolute_error
0.17999606696651574
mean_prior_absolute_error
0.17999606696651574
number_of_instances
2000 [200,197,204,202,200,193,203,200,203,198]
number_of_instances
2000 [200,197,204,202,200,193,203,200,203,198]
number_of_instances
2000 [201,197,203,202,200,193,203,201,202,198]
number_of_instances
2000 [201,198,203,201,200,194,203,200,202,198]
number_of_instances
2000 [201,198,203,201,200,194,203,200,202,198]
number_of_instances
2000 [201,198,203,201,200,194,203,200,202,198]
number_of_instances
2000 [201,198,203,201,200,194,203,200,202,198]
number_of_instances
2000 [200,197,203,202,199,194,203,200,203,199]
number_of_instances
2000 [200,197,203,202,200,194,203,200,203,198]
number_of_instances
2000 [200,197,203,202,200,194,203,200,203,198]
precision
0.13465833437307376 [0.24234,0.117117,0.090909,0.122951,0.127273,0.092857,0.183051,0.096491,0.135593,0.136546]
precision
0.13595733838980048 [0.25625,0.144068,0.081395,0.069231,0.122066,0.089172,0.185811,0.12766,0.136986,0.14652]
precision
0.1386508799645919 [0.236527,0.155738,0.096774,0.070796,0.113402,0.089172,0.182143,0.134715,0.131387,0.175]
precision
0.1332628578626871 [0.244373,0.092593,0.105263,0.1,0.13242,0.132911,0.173469,0.107692,0.112195,0.130909]
precision
0.1373754514303755 [0.246622,0.147541,0.082353,0.104348,0.129167,0.090226,0.1875,0.092166,0.140909,0.151408]
precision
0.14901269909469783 [0.252336,0.125,0.123596,0.11215,0.119266,0.104575,0.215548,0.162037,0.111111,0.1625]
precision
0.1341287210296359 [0.214744,0.09009,0.094737,0.1375,0.123967,0.111111,0.202749,0.125,0.115702,0.123779]
precision
0.1412200305915751 [0.229773,0.088235,0.162162,0.106383,0.107623,0.050314,0.18241,0.138122,0.171429,0.171171]
precision
0.13833409968275825 [0.259016,0.071429,0.113402,0.111111,0.12931,0.095238,0.212544,0.107296,0.145078,0.136029]
precision
0.13836467421860682 [0.262987,0.089655,0.090226,0.140351,0.087432,0.125,0.211221,0.085427,0.163793,0.125523]
predictive_accuracy
0.1495
predictive_accuracy
0.152
predictive_accuracy
0.153
predictive_accuracy
0.14550000000000002
predictive_accuracy
0.1505
predictive_accuracy
0.162
predictive_accuracy
0.145
predictive_accuracy
0.153
predictive_accuracy
0.153
predictive_accuracy
0.1525
prior_entropy
3.3217862890565693
prior_entropy
3.3217862890565693
prior_entropy
3.3217862890565693
prior_entropy
3.3217862890565693
prior_entropy
3.3217862890565693
prior_entropy
3.3217862890565693
prior_entropy
3.3217862890565693
prior_entropy
3.3217862890565693
prior_entropy
3.3217862890565693
prior_entropy
3.3217862890565693
recall
0.1495 [0.435,0.06599,0.044118,0.074257,0.14,0.067358,0.26601,0.11,0.118227,0.171717]
recall
0.152 [0.41,0.086294,0.034314,0.044554,0.13,0.072539,0.270936,0.12,0.147783,0.20202]
recall
0.153 [0.393035,0.096447,0.044335,0.039604,0.11,0.072539,0.251232,0.129353,0.178218,0.212121]
recall
0.1455 [0.378109,0.050505,0.049261,0.069652,0.145,0.108247,0.251232,0.105,0.113861,0.181818]
recall
0.1505 [0.363184,0.090909,0.034483,0.059701,0.155,0.061856,0.26601,0.1,0.153465,0.217172]
recall
0.162 [0.402985,0.070707,0.054187,0.059701,0.13,0.082474,0.300493,0.175,0.143564,0.19697]
recall
0.145 [0.333333,0.050505,0.044335,0.054726,0.15,0.082474,0.29064,0.11,0.138614,0.191919]
recall
0.153 [0.355,0.045685,0.08867,0.074257,0.120603,0.041237,0.275862,0.125,0.206897,0.190955]
recall
0.153 [0.395,0.045685,0.054187,0.059406,0.15,0.072165,0.300493,0.125,0.137931,0.186869]
recall
0.1525 [0.405,0.06599,0.059113,0.079208,0.08,0.092784,0.315271,0.085,0.187192,0.151515]
relative_absolute_error
0.9792295346895927
relative_absolute_error
0.9799017733734305
relative_absolute_error
0.9796170459704974
relative_absolute_error
0.9806030717204489
relative_absolute_error
0.9802697316773734
relative_absolute_error
0.9785196964512215
relative_absolute_error
0.9819197648905994
relative_absolute_error
0.9789931241521659
relative_absolute_error
0.9806603164992299
relative_absolute_error
0.9790769485690103
root_mean_prior_squared_error
0.29999591621531446
root_mean_prior_squared_error
0.29999591621531446
root_mean_prior_squared_error
0.2999963410084025
root_mean_prior_squared_error
0.2999972239097591
root_mean_prior_squared_error
0.2999972239097591
root_mean_prior_squared_error
0.2999972239097591
root_mean_prior_squared_error
0.2999972239097591
root_mean_prior_squared_error
0.299996857422719
root_mean_prior_squared_error
0.29999670749607354
root_mean_prior_squared_error
0.29999670749607354
root_mean_squared_error
0.29814736289291555
root_mean_squared_error
0.29843922329345385
root_mean_squared_error
0.29828618808117796
root_mean_squared_error
0.2987006528282114
root_mean_squared_error
0.2983929791399249
root_mean_squared_error
0.2979870466983419
root_mean_squared_error
0.29923686270244154
root_mean_squared_error
0.29800724823399843
root_mean_squared_error
0.29862956986875905
root_mean_squared_error
0.2981825447607557
root_relative_squared_error
0.9938380717120424
root_relative_squared_error
0.9948109529572952
root_relative_squared_error
0.9942994207146792
root_relative_squared_error
0.9956780564011563
root_relative_squared_error
0.9946524679497809
root_relative_squared_error
0.9932993472898874
root_relative_squared_error
0.9974654391883765
root_relative_squared_error
0.9933678998979745
root_relative_squared_error
0.9954428245605582
root_relative_squared_error
0.993952724513346
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
66408.63164099937
usercpu_time_millis
66573.2378679968
usercpu_time_millis
65881.1076680031
usercpu_time_millis
65936.11926300218
usercpu_time_millis
66050.47108299914
usercpu_time_millis
65987.52439700183
usercpu_time_millis
65433.56090100133
usercpu_time_millis
65938.11845699747
usercpu_time_millis
65691.18751100177
usercpu_time_millis
65852.0629300001
usercpu_time_millis_testing
207.34794799864176
usercpu_time_millis_testing
202.26883400027873
usercpu_time_millis_testing
201.84959000107483
usercpu_time_millis_testing
199.96078700205544
usercpu_time_millis_testing
204.42468699911842
usercpu_time_millis_testing
198.5887320006441
usercpu_time_millis_testing
199.5274500004598
usercpu_time_millis_testing
200.18005699967034
usercpu_time_millis_testing
196.79295400055707
usercpu_time_millis_testing
200.53978500072844
usercpu_time_millis_training
66201.28369300073
usercpu_time_millis_training
66370.96903399652
usercpu_time_millis_training
65679.25807800202
usercpu_time_millis_training
65736.15847600013
usercpu_time_millis_training
65846.04639600002
usercpu_time_millis_training
65788.93566500119
usercpu_time_millis_training
65234.03345100087
usercpu_time_millis_training
65737.9383999978
usercpu_time_millis_training
65494.394557001215
usercpu_time_millis_training
65651.52314499937