Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r214240248
--- Diff: docs/gitbook/supervised_learning/tutorial.md ---
@@ -0,0 +1,457 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213941931
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213892214
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213896045
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213897864
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213898251
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213898101
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213892353
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213898139
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213891358
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213895853
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213892034
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213891598
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/158#discussion_r213891146
--- Diff: docs/gitbook/getting_started/tutorial.md ---
@@ -0,0 +1,493 @@
+
+
+# Step-by-Step Tutorial on Supervised Learning
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/154#discussion_r207773897
--- Diff:
core/src/test/java/hivemall/utils/struct/SortableKeyValueTest.java ---
@@ -0,0 +1,53 @@
+/*
+ * Licensed to the Apache Software
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/154#discussion_r207774408
--- Diff: core/src/main/java/hivemall/utils/struct/KeySortableValue.java ---
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/154
ð Let me check...get back to you in a day.
---
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/152
[HIVEMALL-207] Remove ddl/*.td.hql files maintained for a specific
company's use
## What changes were proposed in this pull request?
Remove `resources/ddl/*.td.hql` files
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/135#discussion_r192006959
--- Diff: core/src/main/java/hivemall/tools/sanity/AssertUDF.java ---
@@ -25,8 +25,10 @@
@Description(name = "a
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/149
@myui Documentation and system tests on my laptop/EMR have been conducted,
and I'm now ready for review. Could you look more deeply into the updates for
merge?
---
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/149#discussion_r191694422
--- Diff:
core/src/test/java/hivemall/fm/FieldAwareFactorizationMachineUDTFTest.java ---
@@ -256,6 +256,19 @@ public void testEarlyStopping
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/149#discussion_r191317118
--- Diff: core/src/main/java/hivemall/fm/FactorizationMachineModel.java ---
@@ -92,6 +92,14 @@ protected float getW(int i
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/149#discussion_r191315508
--- Diff: core/src/main/java/hivemall/fm/FactorizationMachineUDTF.java ---
@@ -379,23 +379,28 @@ protected void checkInputVector(@Nonnull final
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/149
Make sense as a compromise in terms of memory consumption.
I'll note on documentation to clarify the fact that our `-early_stopping`
option does not return the best of the best
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/149#discussion_r191149655
--- Diff: core/src/main/java/hivemall/fm/FactorizationMachineUDTF.java ---
@@ -352,9 +352,13 @@ private static void writeBuffer(@Nonnull
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/149#discussion_r191145436
--- Diff: core/src/main/java/hivemall/fm/FactorizationMachineUDTF.java ---
@@ -563,6 +580,10 @@ protected void runTrainingIteration(int iterations
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/149
I'll change default options and consider to implement early stopping option
as you suggested.
> What happens without `-l2norm` ?
Once we drop instance-wise
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/149
### With linear terms
Hivemall
```sql
INSERT OVERWRITE TABLE criteo.ffm_model
SELECT
train_ffm(features, label, '-init_v random -max_init_value 0.5
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/149
Note: I've extended LIBFFM code so it uses linear terms:
https://github.com/takuti/criteo-ffm/commit/9aca61d93ed8f583025729206ed0dbfd54806a44
However, I cannot observe significant
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/149
Evaluation has been conducted at:
[takuti/criteo-ffm](https://github.com/takuti/criteo-ffm). See the repository
for detail.
As an example, I have used tiny data provided
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/149
[WIP][HIVEMALL-201] Evaluate, fix and document FFM
## What changes were proposed in this pull request?
- Evaluate FFM so Hivemall replicates comparable accuracy to
[LIBFFM
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/148
Now `mvn org.apache.hivemall:hivemall-docs:generate-funcs-list`
automatically updates `docs/gitbook/*`
---
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/148#discussion_r183652781
--- Diff: tools/hivemall-docs/pom.xml ---
@@ -0,0 +1,173 @@
+
+http://maven.apache.org/POM/4.0.0;
xmlns:xsi="http://www.w3.org
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/148#discussion_r183640278
--- Diff: tools/hivemall-docs/pom.xml ---
@@ -0,0 +1,173 @@
+
+http://maven.apache.org/POM/4.0.0;
xmlns:xsi="http://www.w3.org
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/148
[HIVEMALL-193] Implement a tool for generating a list of Hivemall UDFs
## What changes were proposed in this pull request?
Automatically generate a list of UDFs
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/147
[HIVEMALL-197] Update Apache incubator logo
## What changes were proposed in this pull request?
* Avoid direct link to ASF's file
* Update Apache incubator logo
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/145#discussion_r182618689
--- Diff:
core/src/main/java/hivemall/ftvec/trans/QuantifiedFeaturesUDTF.java ---
@@ -87,30 +80,27 @@ public StructObjectInspector
initialize
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/145#discussion_r182611062
--- Diff: nlp/src/main/java/hivemall/nlp/tokenizer/KuromojiUDF.java ---
@@ -69,13 +69,10 @@
private static final int READ_TIMEOUT_MS
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/146#discussion_r182323012
--- Diff: core/src/main/java/hivemall/smile/tools/TreeExportUDF.java ---
@@ -141,17 +141,17 @@ public String getDisplayString(String[] children
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/146
[HIVEMALL-192] Fix typos: graphvis -> graphviz
## What changes were proposed in this pull request?
Fix crucial typos.
## What type of PR is it?
Improvem
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/145
Added serialization test case to all existing GenericUDF/UDTF tests.
Vanilla UDF and UDAF tests are not changed.
@myui Could you review?
---
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/145
// Fixing scala test failure
---
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/145
I just `grep KryoException` to find target UDFs. @myui Please let me know
if there are other UDFs we have to test/fix. Maybe, should we add
`testSerialization` to all existing UDF tests?
---
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/145
[HIVEMALL-191] Add Kryo serialization test to existing workaround code
## What changes were proposed in this pull request?
Add Kryo serialization test to existing workaround code
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/143
[HIVEMALL-189] Create a list of all functions
## What changes were proposed in this pull request?
Create a list of all functions in the documentation. In order to make
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/142
[HIVEMALL-188] Avoid KryoException: java.lang.NullPointerException
## What changes were proposed in this pull request?
Fix a bug in `tokenize_ja` that occasionally raises
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/134
CI sets enforced env variable JAVA8_HOME
## What changes were proposed in this pull request?
The variable is enforced for building Spark 2.2; See:
http
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/126
Oh, thanks! Fixed and directly pushed to master.
---
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/126
Ah, good point. I've updated the document.
---
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/126
Another option is to provide generic `normalize` interface like
[sklearn](http://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.normalize.html)
---
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/125#discussion_r152906912
--- Diff:
core/src/main/java/hivemall/sketch/hll/ApproxCountDistinctUDAF.java ---
@@ -0,0 +1,253 @@
+/*
+ * Licensed to the Apache
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/124
[HIVEMALL-157] Return empty list for uninitialized query handler
## What changes were proposed in this pull request?
Even though `to_ordered_list` allows (and ignores) NULL
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/121#discussion_r144199528
--- Diff: core/src/main/java/hivemall/math/matrix/MatrixUtils.java ---
@@ -70,4 +77,259 @@ public void apply(int i, int value
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/121#discussion_r144195570
--- Diff: core/src/main/java/hivemall/math/matrix/MatrixUtils.java ---
@@ -70,4 +77,259 @@ public void apply(int i, int value
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/121#discussion_r144200688
--- Diff: core/src/main/java/hivemall/math/matrix/MatrixUtils.java ---
@@ -70,4 +77,259 @@ public void apply(int i, int value
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/120
@myui updated with README
---
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/120
[HIVEMALL-149] Add tiny script for updating resources/ddl/define-*
## What changes were proposed in this pull request?
Add a script for updating resources/ddl/define
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/119
This script is experimental; since the original Python script is a little
bit confusing to maintain, I will simplify it more from here. If JIRA updates
is unnecessary, the script might
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/119
[WIP][HIVEMALL-148] Add a script for merging GitHub PR
## What changes were proposed in this pull request?
Add a script which helps merging GitHub PR lie:
- https
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/118#discussion_r142328137
--- Diff: core/src/main/java/hivemall/tools/text/WordNgramsUDF.java ---
@@ -0,0 +1,85 @@
+/*
+ * Licensed to the Apache Software
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/118#discussion_r142312467
--- Diff: core/src/main/java/hivemall/tools/text/NgramsUDF.java ---
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/118#discussion_r142300766
--- Diff: core/src/main/java/hivemall/tools/text/NgramsUDF.java ---
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/118#discussion_r142298457
--- Diff: core/src/main/java/hivemall/tools/text/NgramsUDF.java ---
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/118#discussion_r142296940
--- Diff: core/src/main/java/hivemall/tools/text/NgramsUDF.java ---
@@ -0,0 +1,76 @@
+/*
+ * Licensed to the Apache Software Foundation
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/118
[HIVEMALL-146] Yet another UDF to generate n-grams
## What changes were proposed in this pull request?
Add a new UDF `to_ngrams(array words, int minSize, int maxSize)`
which
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/115#discussion_r139072140
--- Diff:
core/src/main/java/hivemall/evaluation/BinaryResponsesMeasures.java ---
@@ -79,8 +91,15 @@ public static double IDCG(final int n
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/115#discussion_r139082280
--- Diff:
core/src/main/java/hivemall/evaluation/BinaryResponsesMeasures.java ---
@@ -120,48 +148,65 @@ public static int countTruePositive(final
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/107
@myui Would you double-check this? I can merge whenever you are ready.
---
If your project is set up for it, you can reply to this email and have your
reply appear on GitHub as well
Github user takuti commented on the issue:
https://github.com/apache/incubator-hivemall/pull/107
Importantly, in case that the number of mappers is 1, fixing the bug in
`merge()` does not change the output value; you might see the same result
`0.42483920860540153` even if the bug
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/110#discussion_r135462565
--- Diff: core/src/main/java/hivemall/utils/lang/StringUtils.java ---
@@ -172,12 +172,17 @@ public static void clear(@Nonnull final StringBuilder
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/110#discussion_r135459734
--- Diff: core/src/main/java/hivemall/utils/lang/StringUtils.java ---
@@ -172,12 +172,17 @@ public static void clear(@Nonnull final StringBuilder
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r135453504
--- Diff: core/src/main/java/hivemall/evaluation/F1ScoreUDAF.java ---
@@ -0,0 +1,134 @@
+/*
+ * Licensed to the Apache Software Foundation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r135447663
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r135450159
--- Diff: core/src/test/java/hivemall/evaluation/FMeasureUDAFTest.java ---
@@ -0,0 +1,393 @@
+/*
+ * Licensed to the Apache Software
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r135450892
--- Diff: docs/gitbook/eval/binary_classification_measures.md ---
@@ -0,0 +1,261 @@
+
+
+
+
+# Binary problems
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r135454567
--- Diff: docs/gitbook/eval/binary_classification_measures.md ---
@@ -0,0 +1,261 @@
+
+
+
+
+# Binary problems
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r135449941
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/110#discussion_r135446415
--- Diff: core/src/main/java/hivemall/utils/lang/StringUtils.java ---
@@ -172,12 +172,17 @@ public static void clear(@Nonnull final StringBuilder
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/110
[HIVEMALL-142] Implement SingularizeUDF
## What changes were proposed in this pull request?
Implement `singularize(string word)` to obtain singular form of `word
GitHub user takuti opened a pull request:
https://github.com/apache/incubator-hivemall/pull/109
[HIVEMALL-140] Rename function name of PrecisionUDAF and RecallUDAF
## What changes were proposed in this pull request?
Since `precision` is a reserved keyword from Hive 2.2.0
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134491966
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134138339
--- Diff: docs/gitbook/eval/binary_classification_measures.md ---
@@ -0,0 +1,232 @@
+
+
+
+
+# Binary problems
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134156437
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134145129
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134141170
--- Diff: docs/gitbook/eval/multilabel_classification_measures.md ---
@@ -0,0 +1,144 @@
+
+
+
+
+# Multi-label classification
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134145190
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134142978
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134135290
--- Diff: core/src/main/java/hivemall/UDAFEvaluatorWithOptions.java ---
@@ -0,0 +1,97 @@
+package hivemall;
+
+import
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134146143
--- Diff: docs/gitbook/eval/binary_classification_measures.md ---
@@ -0,0 +1,232 @@
+
+
+
+
+# Binary problems
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134151609
--- Diff: core/src/test/java/hivemall/evaluation/FMeasureUDAFTest.java ---
@@ -0,0 +1,355 @@
+package hivemall.evaluation;
+
+import
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134146276
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134157657
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134141649
--- Diff: docs/gitbook/eval/multilabel_classification_measures.md ---
@@ -0,0 +1,144 @@
+
+
+
+
+# Multi-label classification
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134154140
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134149484
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134145321
--- Diff: core/src/main/java/hivemall/evaluation/FMeasureUDAF.java ---
@@ -18,118 +18,387 @@
*/
package hivemall.evaluation
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134141399
--- Diff: docs/gitbook/eval/multilabel_classification_measures.md ---
@@ -0,0 +1,144 @@
+
+
+
+
+# Multi-label classification
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134140877
--- Diff: docs/gitbook/eval/binary_classification_measures.md ---
@@ -0,0 +1,232 @@
+
+
+
+
+# Binary problems
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134136143
--- Diff: core/src/test/java/hivemall/evaluation/FMeasureUDAFTest.java ---
@@ -0,0 +1,355 @@
+package hivemall.evaluation;
+
+import
Github user takuti commented on a diff in the pull request:
https://github.com/apache/incubator-hivemall/pull/107#discussion_r134137472
--- Diff: docs/gitbook/eval/binary_classification_measures.md ---
@@ -0,0 +1,232 @@
+
+
+
+
+# Binary problems
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