apache / incubator-hivemall / 500
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Jobs 2
Files 419
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500

Pull #105

travis-ci

web-flow 
Fixed FFM implementation and revised hyperparams
Pull Request #105: [WIP][HIVEMALL-24] Scalable field-aware factorization machines

911 of 911 new or added lines in 29 files covered. (100.0%)

10980 of 27385 relevant lines covered (40.09%)

6722366.23 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/ftvec/trans/QuantifiedFeaturesUDTF.java
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 core/src/main/java/hivemall/utils/math/MathUtils.java
5
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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/utils/collections/maps/Int2LongOpenHashTable.java
9
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 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineModel.java
9
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 core/src/main/java/hivemall/utils/buffer/HeapBuffer.java
18
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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/AddFieldIndicesUDF.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/ftvec/trans/VectorizeFeaturesUDF.java
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 core/src/main/java/hivemall/utils/hadoop/HiveUtils.java
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 core/src/main/java/hivemall/fm/Entry.java
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 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineUDTF.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/trans/QuantitativeFeaturesUDF.java
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 core/src/main/java/hivemall/ftvec/trans/CategoricalFeaturesUDF.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/utils/lang/HalfFloat.java
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 core/src/main/java/hivemall/ftvec/pairing/FeaturePairsUDTF.java
1
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 core/src/main/java/hivemall/ftvec/trans/CategoricalFeaturesUDF.java
1
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 core/src/main/java/hivemall/ftvec/trans/QuantitativeFeaturesUDF.java
1
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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/utils/lang/ArrayUtils.java
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 core/src/main/java/hivemall/ftvec/trans/FFMFeaturesUDF.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
9
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 core/src/main/java/hivemall/utils/io/Base91InputStream.java
9
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 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineUDTF.java
10
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 core/src/main/java/hivemall/fm/Entry.java
16
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 core/src/main/java/hivemall/utils/io/CompressionStreamFactory.java
19
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 core/src/main/java/hivemall/utils/lang/Primitives.java
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 core/src/main/java/hivemall/fm/FFMStringFeatureMapModel.java
20
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 core/src/main/java/hivemall/utils/lang/ObjectUtils.java
23
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 core/src/main/java/hivemall/fm/Feature.java
27
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 core/src/main/java/hivemall/utils/math/MathUtils.java
28
100.0
 core/src/main/java/hivemall/utils/collections/maps/OpenHashMap.java
31
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 core/src/main/java/hivemall/utils/buffer/HeapBuffer.java
32
100.0
 core/src/main/java/hivemall/fm/FieldAwareFactorizationMachineModel.java
35
100.0
 core/src/main/java/hivemall/utils/collections/maps/OpenHashTable.java
38
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 core/src/main/java/hivemall/utils/collections/maps/Long2IntOpenHashTable.java
39
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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
68
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 core/src/main/java/hivemall/fm/FMPredictGenericUDAF.java
74
100.0
 core/src/main/java/hivemall/utils/collections/maps/Long2DoubleOpenHashTable.java
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100.0
 core/src/main/java/hivemall/utils/collections/maps/Int2IntOpenHashTable.java
90
100.0
 core/src/main/java/hivemall/utils/collections/maps/Long2FloatOpenHashTable.java
Jobs
ID Job ID Ran Files Coverage
1 500.1 0
40.46
 Travis Job 500.1
2 500.2 0
40.16
 Travis Job 500.2
Source Files on build 500
Detailed source file information is not available for this build.