Clf

as donto believed on

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Clf

Rdf:type	Multinomial Nb Classifier^[11]
Rdf:type	Variable^[11]
Is Trained on	X_train, y_train^[7]
Is Trained on	X_train^[8]
Has Parameter	random_state=24^[2]
Has Parameter	n_estimators=100^[2]
Is Trained on	X_train^[9]
Is Trained on	y_train^[9]
Has Method	predict^[1]
Has Method	fit^[1]
Is Instance of	RandomForestClassifier^[8]
Is Fitted With	X_train, y_train^[3]
N Estimators	100^[5]

clf

Clf has 32 facts recorded in Dontopedia across 11 references, with 5 live disagreements.

32 facts·18 predicates·11 sources·5 in dispute

Mostly:is trained on(4), has parameter(4), is instance of(3)

Rdf:typein dispute`rdf:type`

Multinomial Nb Classifier^[11]all time · 93ef0f5a D2a2 425a 8319 55401cd28a43
Variable^[11]all time · 93ef0f5a D2a2 425a 8319 55401cd28a43

Is Trained onin dispute`is trained on`

X_train, y_train^[7]all time · 76732293 1204 4b0b B57b B9a729456d37
X_train^[8]all time · B5c41b4a 975f 46e8
X_train, y_train^[2]all time · E022b05e 849c 41fc 8778 3d1fc4ce5c92
y_train^[8]all time · B5c41b4a 975f 46e8

Has Parameterin dispute`has parameter`

random_state=24^[2]all time · E022b05e 849c 41fc 8778 3d1fc4ce5c92
n_estimators=100^[2]all time · E022b05e 849c 41fc 8778 3d1fc4ce5c92
n_estimators=100^[3]all time · Affa3591 Bbbf 4d81 94f0 Dc13b462e608
random_state=42^[3]all time · Affa3591 Bbbf 4d81 94f0 Dc13b462e608

Is Trained onin dispute`is_trained_on`

X_train^[9]all time · D51fc511 7a7c 43ae B19d C4835d8c1423
y_train^[9]all time · D51fc511 7a7c 43ae B19d C4835d8c1423

Has Methodin dispute`has method`

predict^[1]all time · 37b11068 261f 4275
fit^[1]all time · 37b11068 261f 4275

Is Instance of`is instance of`

RandomForestClassifier^[8]all time · B5c41b4a 975f 46e8
RandomForestClassifier^[3]all time · Affa3591 Bbbf 4d81 94f0 Dc13b462e608
RandomForestClassifier^[2]all time · E022b05e 849c 41fc 8778 3d1fc4ce5c92

Is Fitted With`is fitted with`

X_train, y_train^[3]all time · Affa3591 Bbbf 4d81 94f0 Dc13b462e608
X_train, y_train^[4]all time · 6a829ebc 3512 4bc9 84a0 F3f850b3c7c8

N Estimators`n_estimators`

100^[5]all time · A390bd96 3cdb 4ed9 Aef3 F26f20d1bc05
100^[9]all time · D51fc511 7a7c 43ae B19d C4835d8c1423

Random State`random_state`

42^[5]all time · A390bd96 3cdb 4ed9 Aef3 F26f20d1bc05
42^[9]all time · D51fc511 7a7c 43ae B19d C4835d8c1423

Is Instance of`is_instance_of`

GradientBoostingClassifier^[9]all time · D51fc511 7a7c 43ae B19d C4835d8c1423

Learning Rate`learning_rate`

0.1^[9]all time · D51fc511 7a7c 43ae B19d C4835d8c1423

Max Depth`max_depth`

3^[9]all time · D51fc511 7a7c 43ae B19d C4835d8c1423

Other facts (6)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

6 facts

Predicate	Value	Ref
Is an Instance of	RandomForestClassifier	[5]
Is Trained With	clf.fit(X_train, y_train)	[5]
Is Initialized As	RandomForestClassifier(n_estimators=100, random_state=42)	[7]
Is Assigned to	RandomForestClassifier(n_estimators=100)	[6]
Predicts	X_test	[10]
Is a	RandomForestClassifier	[4]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

32 undated

—

has methodbeam/37b11068-261f-4275

predict

—

has methodbeam/37b11068-261f-4275

fit

—

has parameterbeam/e022b05e-849c-41fc-8778-3d1fc4ce5c92

random_state=24

—

has parameterbeam/e022b05e-849c-41fc-8778-3d1fc4ce5c92

n_estimators=100

—

has parameterbeam/affa3591-bbbf-4d81-94f0-dc13b462e608

n_estimators=100

—

has parameterbeam/affa3591-bbbf-4d81-94f0-dc13b462e608

random_state=42

—

is abeam/6a829ebc-3512-4bc9-84a0-f3f850b3c7c8

RandomForestClassifier

—

is an instance ofbeam/a390bd96-3cdb-4ed9-aef3-f26f20d1bc05

RandomForestClassifier

—

is assigned tobeam/909c2085-052c-4887-90f0-bd180d45c97e

RandomForestClassifier(n_estimators=100)

—

is fitted withbeam/affa3591-bbbf-4d81-94f0-dc13b462e608

X_train, y_train

—

is fitted withbeam/6a829ebc-3512-4bc9-84a0-f3f850b3c7c8

X_train, y_train

—

is initialized asbeam/76732293-1204-4b0b-b57b-b9a729456d37

RandomForestClassifier(n_estimators=100, random_state=42)

—

is instance ofbeam/b5c41b4a-975f-46e8

RandomForestClassifier

—

is instance ofbeam/affa3591-bbbf-4d81-94f0-dc13b462e608

RandomForestClassifier

—

is instance ofbeam/e022b05e-849c-41fc-8778-3d1fc4ce5c92

RandomForestClassifier

—

is_instance_ofbeam/d51fc511-7a7c-43ae-b19d-c4835d8c1423

GradientBoostingClassifier

—

is trained onbeam/76732293-1204-4b0b-b57b-b9a729456d37

X_train, y_train

—

is trained onbeam/b5c41b4a-975f-46e8

X_train

—

is trained onbeam/e022b05e-849c-41fc-8778-3d1fc4ce5c92

X_train, y_train

—

is trained onbeam/b5c41b4a-975f-46e8

y_train

—

is_trained_onbeam/d51fc511-7a7c-43ae-b19d-c4835d8c1423

X_train

—

is_trained_onbeam/d51fc511-7a7c-43ae-b19d-c4835d8c1423

y_train

—

is trained withbeam/a390bd96-3cdb-4ed9-aef3-f26f20d1bc05

clf.fit(X_train, y_train)

—

learning_ratebeam/d51fc511-7a7c-43ae-b19d-c4835d8c1423

0.1

—

max_depthbeam/d51fc511-7a7c-43ae-b19d-c4835d8c1423

—

n_estimatorsbeam/a390bd96-3cdb-4ed9-aef3-f26f20d1bc05

100

—

n_estimatorsbeam/d51fc511-7a7c-43ae-b19d-c4835d8c1423

100

—

predictsbeam/e93c2755-abc9-4a92-b0c6-b223e4841fa4

X_test

—

random_statebeam/a390bd96-3cdb-4ed9-aef3-f26f20d1bc05

—

random_statebeam/d51fc511-7a7c-43ae-b19d-c4835d8c1423

—

typebeam/93ef0f5a-d2a2-425a-8319-55401cd28a43

ex:MultinomialNBClassifier

—

typebeam/93ef0f5a-d2a2-425a-8319-55401cd28a43

ex:Variable

References (11)

11 references

[1]37b11068 261f 42752 facts
customctx:claims/beam/37b11068-261f-4275
[2]E022b05e 849c 41fc 8778 3d1fc4ce5c924 facts
customctx:claims/beam/e022b05e-849c-41fc-8778-3d1fc4ce5c92
[3]Affa3591 Bbbf 4d81 94f0 Dc13b462e6084 facts
customctx:claims/beam/affa3591-bbbf-4d81-94f0-dc13b462e608
[4]6a829ebc 3512 4bc9 84a0 F3f850b3c7c82 facts
customctx:claims/beam/6a829ebc-3512-4bc9-84a0-f3f850b3c7c8
[5]A390bd96 3cdb 4ed9 Aef3 F26f20d1bc054 facts
customctx:claims/beam/a390bd96-3cdb-4ed9-aef3-f26f20d1bc05
[6]909c2085 052c 4887 90f0 Bd180d45c97e1 fact
customctx:claims/beam/909c2085-052c-4887-90f0-bd180d45c97e
[7]76732293 1204 4b0b B57b B9a729456d372 facts
customctx:claims/beam/76732293-1204-4b0b-b57b-b9a729456d37
[8]B5c41b4a 975f 46e83 facts
customctx:claims/beam/b5c41b4a-975f-46e8
[9]D51fc511 7a7c 43ae B19d C4835d8c14237 facts
customctx:claims/beam/d51fc511-7a7c-43ae-b19d-c4835d8c1423
[10]E93c2755 Abc9 4a92 B0c6 B223e4841fa41 fact
customctx:claims/beam/e93c2755-abc9-4a92-b0c6-b223e4841fa4
[11]93ef0f5a D2a2 425a 8319 55401cd28a432 facts
customctx:claims/beam/93ef0f5a-d2a2-425a-8319-55401cd28a43

Keep researching

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Clf

Rdf:typein disputerdf:type

Is Trained onin disputeis trained on

Has Parameterin disputehas parameter

Is Trained onin disputeis_trained_on

Has Methodin disputehas method

Is Instance ofis instance of

Is Fitted Withis fitted with

N Estimatorsn_estimators

Random Staterandom_state

Is Instance ofis_instance_of

Learning Ratelearning_rate

Max Depthmax_depth

Other facts (6)

Timeline

References (11)

See also

Keep researching

Rdf:typein dispute`rdf:type`

Is Trained onin dispute`is trained on`

Has Parameterin dispute`has parameter`

Is Trained onin dispute`is_trained_on`

Has Methodin dispute`has method`

Is Instance of`is instance of`

Is Fitted With`is fitted with`

N Estimators`n_estimators`

Random State`random_state`

Is Instance of`is_instance_of`

Learning Rate`learning_rate`

Max Depth`max_depth`