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| ----------------------------------------------------------------------------- | ||
| -- Hivemall: Hive scalable Machine Learning Library | ||
| -- | ||
| -- Copyright (C) 2013 | ||
| -- National Institute of Advanced Industrial Science and Technology (AIST) | ||
| -- Registration Number: H25PRO-1520 | ||
| ----------------------------------------------------------------------------- | ||
|
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| -- delete jar /home/myui/tmp/hivemall.jar; | ||
| -- add jar /home/myui/tmp/hivemall.jar; | ||
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| ----------------------- | ||
| binary classification | ||
| ----------------------- | ||
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| drop temporary function perceptron; | ||
| create temporary function perceptron as 'hivemall.classifier.PerceptronUDTF'; | ||
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| drop temporary function train_pa; | ||
| create temporary function train_pa as 'hivemall.classifier.PassiveAggressiveUDTF'; | ||
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| drop temporary function train_pa1; | ||
| create temporary function train_pa1 as 'hivemall.classifier.PassiveAggressiveUDTF$PA1'; | ||
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| drop temporary function train_pa2; | ||
| create temporary function train_pa2 as 'hivemall.classifier.PassiveAggressiveUDTF$PA2'; | ||
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| ---------------------------- | ||
| Multiclass classification | ||
| ---------------------------- | ||
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| drop temporary function train_multiclass_perceptron; | ||
| create temporary function train_multiclass_perceptron as 'hivemall.classifier.multiclass.MulticlassPerceptronUDTF'; | ||
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| drop temporary function train_multiclass_pa; | ||
| create temporary function train_multiclass_pa as 'hivemall.classifier.multiclass.MulticlassPassiveAggressiveUDTF'; | ||
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| drop temporary function train_multiclass_pa1; | ||
| create temporary function train_multiclass_pa1 as 'hivemall.classifier.multiclass.MulticlassPassiveAggressiveUDTF$PA1'; | ||
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| drop temporary function train_multiclass_pa2; | ||
| create temporary function train_multiclass_pa2 as 'hivemall.classifier.multiclass.MulticlassPassiveAggressiveUDTF$PA2'; | ||
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| ---------------------- | ||
| -- voting functions -- | ||
| ---------------------- | ||
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| drop temporary function voted_avg; | ||
| create temporary function voted_avg as 'hivemall.ensemble.bagging.VotedAvgUDAF'; | ||
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| drop temporary function weight_voted_avg; | ||
| create temporary function weight_voted_avg as 'hivemall.ensemble.bagging.WeightVotedAvgUDAF'; | ||
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| -------------------- | ||
| -- misc functions -- | ||
| -------------------- | ||
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| drop temporary function max_label; | ||
| create temporary function max_label as 'hivemall.ensemble.MaxValueLabelUDAF'; | ||
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| drop temporary function maxrow; | ||
| create temporary function maxrow as 'hivemall.ensemble.MaxRowUDAF'; | ||
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| ----------------------- | ||
| -- hashing functions -- | ||
| ----------------------- | ||
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| drop temporary function mhash; | ||
| create temporary function mhash as 'hivemall.ftvec.hashing.MurmurHash3UDF'; | ||
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| drop temporary function sha1; | ||
| create temporary function sha1 as 'hivemall.ftvec.hashing.Sha1UDF'; | ||
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| drop temporary function array_hash_values; | ||
| create temporary function array_hash_values as 'hivemall.ftvec.array.ArrayHashValuesUDF'; | ||
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| ----------------------- | ||
| -- scaling functions -- | ||
| ----------------------- | ||
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| drop temporary function rescale; | ||
| create temporary function rescale as 'hivemall.ftvec.scaling.RescaleUDF'; | ||
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| drop temporary function rescale_fv; | ||
| create temporary function rescale_fv as 'hivemall.ftvec.scaling.RescaleFeatureValueUDF'; | ||
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| drop temporary function zscore; | ||
| create temporary function zscore as 'hivemall.ftvec.scaling.ZScoreUDF'; | ||
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| -------------------- | ||
| -- misc functions -- | ||
| -------------------- | ||
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| drop temporary function amplify; | ||
| create temporary function amplify as 'hivemall.ftvec.AmplifierUDTF'; | ||
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| drop temporary function conv2dense; | ||
| create temporary function conv2dense as 'hivemall.ftvec.ConvertToDenseModelUDAF'; | ||
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| drop temporary function addBias; | ||
| create temporary function addBias as 'hivemall.ftvec.FtvecAddBiasUDF'; | ||
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| drop temporary function sortByFeature; | ||
| create temporary function sortByFeature as 'hivemall.ftvec.SortByFeatureUDF'; | ||
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| -------------------------- | ||
| -- Regression functions -- | ||
| -------------------------- | ||
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| drop temporary function logress; | ||
| create temporary function logress as 'hivemall.regression.LogressUDTF'; | ||
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| drop temporary function logress_iter; | ||
| create temporary function logress_iter as 'hivemall.regression.LogressIterUDTF'; | ||
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| drop temporary function pa1_regress; | ||
| create temporary function pa1_regress as 'hivemall.regression.PassiveAggressiveRegressionUDTF'; | ||
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| drop temporary function pa1a_regress; | ||
| create temporary function pa1a_regress as 'hivemall.regression.PassiveAggressiveRegressionUDTF$PA1a'; | ||
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| drop temporary function pa2_regress; | ||
| create temporary function pa2_regress as 'hivemall.regression.PassiveAggressiveRegressionUDTF$PA2'; | ||
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| drop temporary function pa2a_regress; | ||
| create temporary function pa2a_regress as 'hivemall.regression.PassiveAggressiveRegressionUDTF$PA2a'; | ||
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| --------------------- | ||
| -- array functions -- | ||
| --------------------- | ||
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| drop temporary function AllocFloatArray; | ||
| create temporary function AllocFloatArray as 'hivemall.tools.array.AllocFloatArrayUDF'; | ||
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| drop temporary function array_remove; | ||
| create temporary function array_remove as 'hivemall.tools.array.ArrayRemoveUDF'; | ||
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| drop temporary function sort_and_uniq_array; | ||
| create temporary function sort_and_uniq_array as 'hivemall.tools.array.SortAndUniqArrayUDF'; | ||
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| drop temporary function subarray_endwith; | ||
| create temporary function subarray_endwith as 'hivemall.tools.array.SubarrayEndWithUDF'; | ||
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| drop temporary function subarray_startwith; | ||
| create temporary function subarray_startwith as 'hivemall.tools.array.SubarrayStartWithUDF'; | ||
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| drop temporary function collect_all; | ||
| create temporary function collect_all as 'hivemall.tools.array.CollectAllUDAF'; | ||
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| drop temporary function concat_array; | ||
| create temporary function concat_array as 'hivemall.tools.array.ConcatArrayUDF'; | ||
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| --------------------- | ||
| -- map functions -- | ||
| --------------------- | ||
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| drop temporary function map_get_sum; | ||
| create temporary function map_get_sum as 'hivemall.tools.map.MapGetSumUDF'; | ||
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| drop temporary function map_tail_n; | ||
| create temporary function map_tail_n as 'hivemall.tools.map.MapTailN'; | ||
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| drop temporary function to_map; | ||
| create temporary function to_map as 'hivemall.tools.map.UDAFToMap'; | ||
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| drop temporary function to_ordered_map; | ||
| create temporary function to_ordered_map as 'hivemall.tools.map.UDAFToOrderedMap'; | ||
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| ---------------------- | ||
| -- string functions -- | ||
| ---------------------- | ||
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| drop temporary function isStopword; | ||
| create temporary function isStopword as 'hivemall.tools.string.StopwordUDF'; | ||
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| drop temporary function split_words; | ||
| create temporary function split_words as 'hivemall.tools.string.SplitWordsUDF'; | ||
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