10587943
32117
VAIBHAV JAISWAL
10101
Supervised Classification
19095
sklearn.ensemble._forest.RandomForestClassifier(12)
8304050
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
bootstrap
true
19095
ccp_alpha
0.0
19095
class_weight
null
19095
criterion
"gini"
19095
max_depth
null
19095
max_features
"auto"
19095
max_leaf_nodes
null
19095
max_samples
null
19095
min_impurity_decrease
0.0
19095
min_samples_leaf
1
19095
min_samples_split
2
19095
min_weight_fraction_leaf
0.0
19095
n_estimators
100
19095
n_jobs
null
19095
oob_score
false
19095
random_state
10880
19095
verbose
0
19095
warm_start
false
19095
openml-python
Sklearn_1.0.2.
1464
blood-transfusion-service-center
https://www.openml.org/data/download/1586225/php0iVrYT
-1
22103439
description
https://api.openml.org/data/download/22103439/description.xml
-1
22103440
predictions
https://api.openml.org/data/download/22103440/predictions.arff
area_under_roc_curve
0.6823869104654926 [0.682382,0.682402]
average_cost
0
f_measure
0.7360268046548047 [0.846411,0.38255]
kappa
0.23615859343781914
kb_relative_information_score
0.0936110370458228
mean_absolute_error
0.30253489561027047
mean_prior_absolute_error
0.3630445632798566
weighted_recall
0.7540106951871658 [0.889474,0.320225]
number_of_instances
748 [570,178]
precision
0.7282421914915358 [0.807325,0.475]
predictive_accuracy
0.7540106951871658
prior_entropy
0.7916465694609683
relative_absolute_error
0.8333271620350869
root_mean_prior_squared_error
0.4258399633559147
root_mean_squared_error
0.4285308780668054
root_relative_squared_error
1.006319075104376
total_cost
0
unweighted_recall
0.6048492016558249 [0.889474,0.320225]
area_under_roc_curve
0.7524366471734892 [0.752437,0.752437]
area_under_roc_curve
0.7027290448343081 [0.702729,0.702729]
area_under_roc_curve
0.6091617933723197 [0.609162,0.609162]
area_under_roc_curve
0.6832358674463938 [0.683236,0.683236]
area_under_roc_curve
0.804093567251462 [0.804094,0.804094]
area_under_roc_curve
0.6198830409356724 [0.619883,0.619883]
area_under_roc_curve
0.6803118908382066 [0.680312,0.680312]
area_under_roc_curve
0.6296296296296298 [0.62963,0.62963]
area_under_roc_curve
0.7332301341589267 [0.73323,0.73323]
area_under_roc_curve
0.6150670794633643 [0.615067,0.615067]
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
0.7631850117096018 [0.868852,0.428571]
f_measure
0.7133333333333334 [0.833333,0.333333]
f_measure
0.7137127371273713 [0.845528,0.296296]
f_measure
0.7108624708624709 [0.820513,0.363636]
f_measure
0.8107609005414648 [0.892562,0.551724]
f_measure
0.6534417344173442 [0.813008,0.148148]
f_measure
0.7033017077798862 [0.823529,0.322581]
f_measure
0.7420000000000001 [0.85,0.4]
f_measure
0.8497453975714845 [0.904348,0.666667]
f_measure
0.6879218201252099 [0.813559,0.266667]
kappa
0.3103448275862068
kappa
0.17491749174917487
kappa
0.16225749559082905
kappa
0.18604651162790684
kappa
0.45193929173693087
kappa
-0.01410934744268069
kappa
0.15185783521809348
kappa
0.25742574257425754
kappa
0.5711275026343519
kappa
0.08436445444319474
kb_relative_information_score
0.1520229941077774
kb_relative_information_score
0.10810338047846191
kb_relative_information_score
0.004489849652231917
kb_relative_information_score
0.06045312348084171
kb_relative_information_score
0.25215199589041104
kb_relative_information_score
-0.01968516944200928
kb_relative_information_score
0.11846237870826033
kb_relative_information_score
0.042931113946474884
kb_relative_information_score
0.2545917395415669
kb_relative_information_score
-0.036335277060174996
mean_absolute_error
0.285172092923714
mean_absolute_error
0.3047276739388334
mean_absolute_error
0.3243611462423876
mean_absolute_error
0.3097810587906208
mean_absolute_error
0.26487474611792355
mean_absolute_error
0.33663112944216567
mean_absolute_error
0.2923761934991666
mean_absolute_error
0.320772105934158
mean_absolute_error
0.25488337380811055
mean_absolute_error
0.33152055727039814
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.36410666666666686
mean_prior_absolute_error
0.35873873873873896
mean_prior_absolute_error
0.35873873873873896
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
74 [57,17]
number_of_instances
74 [57,17]
precision
0.7636923076923077 [0.815385,0.6]
precision
0.7031746031746031 [0.793651,0.416667]
precision
0.7054545454545454 [0.787879,0.444444]
precision
0.7040000000000001 [0.8,0.4]
precision
0.8157954545454545 [0.84375,0.727273]
precision
0.629090909090909 [0.757576,0.222222]
precision
0.6929528535980148 [0.790323,0.384615]
precision
0.7352380952380952 [0.809524,0.5]
precision
0.8485263280521902 [0.896552,0.6875]
precision
0.6768003817184145 [0.786885,0.307692]
predictive_accuracy
0.7866666666666667
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.7466666666666667
predictive_accuracy
0.72
predictive_accuracy
0.8266666666666667
predictive_accuracy
0.6933333333333332
predictive_accuracy
0.72
predictive_accuracy
0.76
predictive_accuracy
0.8513513513513513
predictive_accuracy
0.7027027027027027
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7950473279640615
prior_entropy
0.7778597106646706
prior_entropy
0.7778597106646706
relative_absolute_error
0.7832103035476247
relative_absolute_error
0.8369186884946715
relative_absolute_error
0.8908409978093986
relative_absolute_error
0.8507975468469513
relative_absolute_error
0.7274646974822123
relative_absolute_error
0.9245398677370151
relative_absolute_error
0.8029959906414781
relative_absolute_error
0.8809838854936954
relative_absolute_error
0.7104986060447075
relative_absolute_error
0.9241281229787588
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4270852113779844
root_mean_prior_squared_error
0.4207539065176338
root_mean_prior_squared_error
0.4207539065176338
root_mean_squared_error
0.4077396542456815
root_mean_squared_error
0.41629238559098397
root_mean_squared_error
0.45961623759747483
root_mean_squared_error
0.441131262475522
root_mean_squared_error
0.37476871307542203
root_mean_squared_error
0.45094204333138244
root_mean_squared_error
0.442650719440084
root_mean_squared_error
0.4275672786903576
root_mean_squared_error
0.38258377333053617
root_mean_squared_error
0.47125776070076275
root_relative_squared_error
0.9547032849255427
root_relative_squared_error
0.9747291044047686
root_relative_squared_error
1.076169872786111
root_relative_squared_error
1.0328881701434198
root_relative_squared_error
0.8775033719061264
root_relative_squared_error
1.0558596535722329
root_relative_squared_error
1.0364459073913557
root_relative_squared_error
1.001128738011831
root_relative_squared_error
0.9092815714938635
root_relative_squared_error
1.1200318128977667
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
unweighted_recall
0.631578947368421 [0.929825,0.333333]
unweighted_recall
0.577485380116959 [0.877193,0.277778]
unweighted_recall
0.567251461988304 [0.912281,0.222222]
unweighted_recall
0.587719298245614 [0.842105,0.333333]
unweighted_recall
0.695906432748538 [0.947368,0.444444]
unweighted_recall
0.4941520467836257 [0.877193,0.111111]
unweighted_recall
0.5687134502923976 [0.859649,0.277778]
unweighted_recall
0.6140350877192983 [0.894737,0.333333]
unweighted_recall
0.7796697626418989 [0.912281,0.647059]
unweighted_recall
0.5386996904024768 [0.842105,0.235294]
usercpu_time_millis
234.375
usercpu_time_millis
203.125
usercpu_time_millis
203.125
usercpu_time_millis
218.75
usercpu_time_millis
218.75
usercpu_time_millis
203.125
usercpu_time_millis
203.125
usercpu_time_millis
203.125
usercpu_time_millis
234.375
usercpu_time_millis
203.125
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_training
234.375
usercpu_time_millis_training
187.5
usercpu_time_millis_training
187.5
usercpu_time_millis_training
203.125
usercpu_time_millis_training
203.125
usercpu_time_millis_training
187.5
usercpu_time_millis_training
187.5
usercpu_time_millis_training
187.5
usercpu_time_millis_training
218.75
usercpu_time_millis_training
187.5
wall_clock_time_millis
243.87049674987793
wall_clock_time_millis
210.8778953552246
wall_clock_time_millis
203.88174057006836
wall_clock_time_millis
205.86109161376953
wall_clock_time_millis
222.8708267211914
wall_clock_time_millis
206.8772315979004
wall_clock_time_millis
213.87791633605957
wall_clock_time_millis
209.9020481109619
wall_clock_time_millis
240.84067344665527
wall_clock_time_millis
212.8775119781494
wall_clock_time_millis_testing
13.9923095703125
wall_clock_time_millis_testing
14.990091323852539
wall_clock_time_millis_testing
14.990806579589844
wall_clock_time_millis_testing
14.99032974243164
wall_clock_time_millis_testing
14.99032974243164
wall_clock_time_millis_testing
13.991594314575195
wall_clock_time_millis_testing
14.99032974243164
wall_clock_time_millis_testing
13.990640640258789
wall_clock_time_millis_testing
14.99032974243164
wall_clock_time_millis_testing
13.9923095703125
wall_clock_time_millis_training
229.87818717956543
wall_clock_time_millis_training
195.88780403137207
wall_clock_time_millis_training
188.89093399047852
wall_clock_time_millis_training
190.8707618713379
wall_clock_time_millis_training
207.88049697875977
wall_clock_time_millis_training
192.8856372833252
wall_clock_time_millis_training
198.88758659362793
wall_clock_time_millis_training
195.91140747070312
wall_clock_time_millis_training
225.85034370422363
wall_clock_time_millis_training
198.8852024078369
weighted_recall
0.7866666666666666 [0.929825,0.333333]
weighted_recall
0.7333333333333333 [0.877193,0.277778]
weighted_recall
0.7466666666666667 [0.912281,0.222222]
weighted_recall
0.72 [0.842105,0.333333]
weighted_recall
0.8266666666666667 [0.947368,0.444444]
weighted_recall
0.6933333333333334 [0.877193,0.111111]
weighted_recall
0.72 [0.859649,0.277778]
weighted_recall
0.76 [0.894737,0.333333]
weighted_recall
0.8513513513513513 [0.912281,0.647059]
weighted_recall
0.7027027027027027 [0.842105,0.235294]