apache / incubator-hivemall / 452
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Jobs 1
Files 418
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452

Pull #105

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Changed FFM prediction model as a scalable format
Pull Request #105: [WIP][HIVEMALL-24] Scalable field-aware factorization machines

731 of 731 new or added lines in 29 files covered. (100.0%)

10802 of 26702 relevant lines covered (40.45%)

3034516.97 hits per line

New Missed Lines in Diff

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 core/src/main/java/hivemall/common/ConversionState.java
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 core/src/main/java/hivemall/fm/FMStringFeatureMapModel.java
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 core/src/main/java/hivemall/ftvec/ranking/PositiveOnlyFeedback.java
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 core/src/main/java/hivemall/model/AbstractPredictionModel.java
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 core/src/main/java/hivemall/model/SparseModel.java
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 core/src/main/java/hivemall/fm/FMHyperParameters.java
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 core/src/main/java/hivemall/fm/Feature.java
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 core/src/main/java/hivemall/ftvec/trans/QuantifiedFeaturesUDTF.java
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 core/src/main/java/hivemall/utils/math/MathUtils.java
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 core/src/main/java/hivemall/ftvec/trans/VectorizeFeaturesUDF.java
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 core/src/main/java/hivemall/utils/collections/maps/Int2LongOpenHashTable.java
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 core/src/main/java/hivemall/fm/Entry.java
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 core/src/main/java/hivemall/utils/buffer/HeapBuffer.java
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 core/src/main/java/hivemall/utils/hadoop/HiveUtils.java
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 core/src/main/java/hivemall/ftvec/trans/FFMFeaturesUDF.java
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 core/src/main/java/hivemall/fm/FFMStringFeatureMapModel.java
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 core/src/main/java/hivemall/utils/collections/maps/OpenHashMap.java
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 core/src/main/java/hivemall/ftvec/trans/CategoricalFeaturesUDF.java
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 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineUDTF.java
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 core/src/main/java/hivemall/ftvec/trans/QuantitativeFeaturesUDF.java
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 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineModel.java
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 core/src/main/java/hivemall/utils/collections/maps/IntOpenHashTable.java
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 core/src/main/java/hivemall/ftvec/pairing/FeaturePairsUDTF.java
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 core/src/main/java/hivemall/fm/FFMPredictGenericUDAF.java

Uncovered Existing Lines

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 core/src/main/java/hivemall/fm/FMHyperParameters.java
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 core/src/main/java/hivemall/fm/IntFeature.java
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 core/src/main/java/hivemall/utils/lang/HalfFloat.java
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 core/src/main/java/hivemall/ftvec/trans/VectorizeFeaturesUDF.java
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 core/src/main/java/hivemall/utils/io/FastMultiByteArrayOutputStream.java
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 core/src/main/java/hivemall/utils/io/IOUtils.java
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 core/src/main/java/hivemall/ftvec/trans/QuantitativeFeaturesUDF.java
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 core/src/main/java/hivemall/utils/lang/ArrayUtils.java
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 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineUDTF.java
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 core/src/main/java/hivemall/ftvec/trans/CategoricalFeaturesUDF.java
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 core/src/main/java/hivemall/utils/io/FinishableOutputStreamAdapter.java
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 core/src/main/java/hivemall/utils/lang/NumberUtils.java
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 core/src/main/java/hivemall/fm/Entry.java
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 core/src/main/java/hivemall/utils/io/Base91InputStream.java
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 core/src/main/java/hivemall/ftvec/trans/QuantifiedFeaturesUDTF.java
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 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineModel.java
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 core/src/main/java/hivemall/utils/io/CompressionStreamFactory.java
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 core/src/main/java/hivemall/utils/lang/Primitives.java
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 core/src/main/java/hivemall/utils/lang/ObjectUtils.java
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 core/src/main/java/hivemall/fm/FFMStringFeatureMapModel.java
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 core/src/main/java/hivemall/utils/buffer/HeapBuffer.java
27
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 core/src/main/java/hivemall/utils/math/MathUtils.java
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 core/src/main/java/hivemall/utils/collections/maps/OpenHashMap.java
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 core/src/main/java/hivemall/ftvec/pairing/FeaturePairsUDTF.java
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 core/src/main/java/hivemall/fm/Feature.java
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 core/src/main/java/hivemall/ftvec/trans/FFMFeaturesUDF.java
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 core/src/main/java/hivemall/utils/collections/maps/OpenHashTable.java
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 core/src/main/java/hivemall/utils/collections/maps/Long2IntOpenHashTable.java
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 core/src/main/java/hivemall/utils/collections/maps/Int2LongOpenHashTable.java
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 core/src/main/java/hivemall/utils/collections/maps/Int2FloatOpenHashTable.java
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 core/src/main/java/hivemall/utils/collections/maps/IntOpenHashTable.java
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 core/src/main/java/hivemall/tools/array/ArrayAvgGenericUDAF.java
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 core/src/main/java/hivemall/fm/FMPredictGenericUDAF.java
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 core/src/main/java/hivemall/utils/collections/maps/Long2DoubleOpenHashTable.java
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 core/src/main/java/hivemall/utils/collections/maps/Int2IntOpenHashTable.java
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 core/src/main/java/hivemall/utils/collections/maps/Long2FloatOpenHashTable.java
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 core/src/main/java/hivemall/utils/hadoop/HiveUtils.java
Jobs
ID Job ID Ran Files Coverage
1 452.1 0
40.47
 Travis Job 452.1
Source Files on build 452
Detailed source file information is not available for this build.