sparknlp_jsl.eval#

Module Contents#

Classes#

NerCrfEvaluation

Wrapper class for a Java companion object

NerDLEvaluation

Wrapper class for a Java companion object

NerDLMetrics

Wrapper class for a Java companion object

NorvigSpellEvaluation

Wrapper class for a Java companion object

POSEvaluation

Wrapper class for a Java companion object

SymSpellEvaluation

Wrapper class for a Java companion object

class NerCrfEvaluation(spark, test_file, tag_level='')#

Bases: sparknlp.internal.ExtendedJavaWrapper

Wrapper class for a Java companion object

java_obj#
sc#
apply()#
computeAccuracyAnnotator(train_file, ner, embeddings)#
computeAccuracyModel(ner)#
getDataFrame(spark, jdf)#
new_java_array(pylist, java_class)#

ToDo: Inspired from spark 2.0. Review if spark changes

new_java_array_integer(pylist)#
new_java_array_string(pylist)#
new_java_obj(java_class, *args)#
spark_version()#
class NerDLEvaluation(spark, test_file, tag_level='')#

Bases: sparknlp.internal.ExtendedJavaWrapper

Wrapper class for a Java companion object

java_obj#
sc#
apply()#
computeAccuracyAnnotator(train_file, ner, embeddings)#
computeAccuracyModel(ner)#
getDataFrame(spark, jdf)#
new_java_array(pylist, java_class)#

ToDo: Inspired from spark 2.0. Review if spark changes

new_java_array_integer(pylist)#
new_java_array_string(pylist)#
new_java_obj(java_class, *args)#
spark_version()#
class NerDLMetrics(mode='full_chunk')#

Bases: sparknlp.internal.ExtendedJavaWrapper

Wrapper class for a Java companion object

java_obj#
sc#
apply()#
computeMetricsFromDF(df, prediction_col='ner', label_col='label', drop_o=True, case_sensitive=True)#
getDataFrame(spark, jdf)#
new_java_array(pylist, java_class)#

ToDo: Inspired from spark 2.0. Review if spark changes

new_java_array_integer(pylist)#
new_java_array_string(pylist)#
new_java_obj(java_class, *args)#
spark_version()#
class NorvigSpellEvaluation(spark, test_file, ground_truth_file)#

Bases: sparknlp.internal.ExtendedJavaWrapper

Wrapper class for a Java companion object

java_obj#
sc#
apply()#
computeAccuracyAnnotator(train_file, spell)#
computeAccuracyModel(spell)#
getDataFrame(spark, jdf)#
new_java_array(pylist, java_class)#

ToDo: Inspired from spark 2.0. Review if spark changes

new_java_array_integer(pylist)#
new_java_array_string(pylist)#
new_java_obj(java_class, *args)#
spark_version()#
class POSEvaluation(spark, test_file)#

Bases: sparknlp.internal.ExtendedJavaWrapper

Wrapper class for a Java companion object

java_obj#
sc#
apply()#
computeAccuracyAnnotator(train_file, pos)#
computeAccuracyModel(pos)#
getDataFrame(spark, jdf)#
new_java_array(pylist, java_class)#

ToDo: Inspired from spark 2.0. Review if spark changes

new_java_array_integer(pylist)#
new_java_array_string(pylist)#
new_java_obj(java_class, *args)#
spark_version()#
class SymSpellEvaluation(spark, test_file, ground_truth_file)#

Bases: sparknlp.internal.ExtendedJavaWrapper

Wrapper class for a Java companion object

java_obj#
sc#
apply()#
computeAccuracyAnnotator(train_file, spell)#
computeAccuracyModel(spell)#
getDataFrame(spark, jdf)#
new_java_array(pylist, java_class)#

ToDo: Inspired from spark 2.0. Review if spark changes

new_java_array_integer(pylist)#
new_java_array_string(pylist)#
new_java_obj(java_class, *args)#
spark_version()#