tutorial_with_text_classifier_generic:
|
|
project_config:
|
title: Project with generic text classifier
|
label_config: '
|
<View>
|
<Text name="my_text" value="$text"/>
|
<Choices name="my_class" toName="my_text">
|
<Choice value="pos"/>
|
<Choice value="neg"/>
|
</Choices>
|
</View>
|
'
|
min_completions_to_start_training: 2
|
|
ml_backend: text_classifier_generic
|
|
upload_tasks:
|
- text: some positive review
|
- text: some negative review
|
|
completions:
|
- result:
|
- from_name: my_class
|
to_name: my_text
|
value:
|
choices:
|
- pos
|
- result:
|
- from_name: my_class
|
to_name: my_text
|
value:
|
choices:
|
- neg
|
|
prediction_tasks:
|
- text: another positive review
|
- text: another negative review
|
|
wait_model: 20
|
|
expected_predictions:
|
- result:
|
- from_name: my_class
|
to_name: my_text
|
type: choices
|
value:
|
choices:
|
- pos
|
nbest:
|
- pos
|
- neg
|
score_above: 0.9
|
|
- result:
|
- from_name: my_class
|
to_name: my_text
|
type: choices
|
value:
|
choices:
|
- neg
|
nbest:
|
- neg
|
- pos
|
score_above: 0.9
|
|
#tutorial_with_text_classifier_en:
|
#
|
# project_config:
|
# title: Project with Text classifier EN
|
# label_config: '
|
# <View>
|
# <Text name="my_text" value="$text"/>
|
# <Choices name="my_class" toName="my_text">
|
# <Choice value="pos"/>
|
# <Choice value="neg"/>
|
# </Choices>
|
# </View>
|
# '
|
# min_completions_to_start_training: 2
|
#
|
# ml_backend: textclassifier_en
|
#
|
# upload_tasks:
|
# - text: some positive review
|
# - text: some negative review
|
#
|
# completions:
|
# - result:
|
# - from_name: my_class
|
# to_name: my_text
|
# type: choices
|
# value:
|
# choices:
|
# - pos
|
# - result:
|
# - from_name: my_class
|
# to_name: my_text
|
# type: choices
|
# value:
|
# choices:
|
# - neg
|
#
|
# prediction_tasks:
|
# - text: another positive review
|
# - text: another negative review
|
#
|
# wait_model: 120
|
#
|
# expected_predictions:
|
# - result:
|
# - from_name: my_class
|
# to_name: my_text
|
# type: choices
|
# value:
|
# choices:
|
# - pos
|
# score_above: 0.9
|
#
|
# - result:
|
# - from_name: my_class
|
# to_name: my_text
|
# type: choices
|
# value:
|
# choices:
|
# - neg
|
# score_above: 0.9
|
|
tutorial_with_text_taggger_generic:
|
|
project_config:
|
title: Project with Text tagger
|
label_config: '
|
<View>
|
<Text name="my_text" value="$text"/>
|
<Labels name="my_tag" toName="my_text">
|
<Label value="pos"/>
|
<Label value="neg"/>
|
</Labels>
|
</View>
|
'
|
min_completions_to_start_training: 2
|
|
ml_backend: text_tagger_generic
|
|
upload_tasks:
|
- text: some positive review
|
- text: some negative review
|
|
completions:
|
- result:
|
- from_name: my_tag
|
to_name: my_text
|
type: labels
|
value:
|
start: 5
|
end: 13
|
text: positive
|
labels:
|
- pos
|
- result:
|
- from_name: my_tag
|
to_name: my_text
|
type: labels
|
value:
|
start: 5
|
end: 13
|
text: negative
|
labels:
|
- neg
|
|
prediction_tasks:
|
- text: another positive review
|
- text: another negative review
|
|
wait_model: 10
|
|
expected_predictions:
|
- result:
|
- from_name: my_tag
|
to_name: my_text
|
type: labels
|
value:
|
start: 8
|
end: 16
|
text: positive
|
labels:
|
- pos
|
score_above: 0.9
|
|
- result:
|
- from_name: my_tag
|
to_name: my_text
|
type: labels
|
value:
|
start: 8
|
end: 16
|
text: negative
|
labels:
|
- neg
|
score_above: 0.9
|
|
tutorial_with_cats_and_dogs_image_classifier:
|
|
project_config:
|
title: Cats and Dogs
|
label_config: '
|
<View>
|
<Image name="my_image" value="$image"/>
|
<Choices name="my_class" toName="my_image">
|
<Choice value="cat"/>
|
<Choice value="dog"/>
|
</Choices>
|
</View>
|
'
|
min_completions_to_start_training: 10
|
|
ml_backend: imageclassifier
|
|
upload_tasks:
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/training_set/dogs/dog.1753.jpg
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/training_set/dogs/dog.3144.jpg
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/training_set/dogs/dog.775.jpg
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/training_set/dogs/dog.3622.jpg
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/training_set/dogs/dog.1035.jpg
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/test_set/cats/cat.4358.jpg
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/test_set/cats/cat.4364.jpg
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/test_set/cats/cat.4402.jpg
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/test_set/cats/cat.4416.jpg
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/test_set/cats/cat.4370.jpg
|
|
completions:
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
value:
|
choices:
|
- dog
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
value:
|
choices:
|
- dog
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
value:
|
choices:
|
- dog
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
value:
|
choices:
|
- dog
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
value:
|
choices:
|
- dog
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
value:
|
choices:
|
- cat
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
value:
|
choices:
|
- cat
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
value:
|
choices:
|
- cat
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
value:
|
choices:
|
- cat
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
value:
|
choices:
|
- cat
|
|
prediction_tasks:
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/training_set/dogs/dog.3953.jpg
|
- image: http://s3.amazonaws.com/heartex-private/cats_n_dogs/test_set/cats/cat.4415.jpg
|
|
wait_model: 10
|
|
expected_predictions:
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
type: choices
|
value:
|
choices:
|
- dog
|
score_above: 0.9
|
|
- result:
|
- from_name: my_class
|
to_name: my_image
|
type: choices
|
value:
|
choices:
|
- cat
|
score_above: 0.9
|
