XGBoost

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Results with Julia v1.2.0

Testing was successful. Last evaluation was ago and took 10 minutes, 52 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed XGBoost ──────── v0.4.2
 Installed BinaryProvider ─ v0.5.8
  Updating `~/.julia/environments/v1.2/Project.toml`
  [009559a3] + XGBoost v0.4.2
  Updating `~/.julia/environments/v1.2/Manifest.toml`
  [b99e7846] + BinaryProvider v0.5.8
  [009559a3] + XGBoost v0.4.2
  [2a0f44e3] + Base64 
  [8ba89e20] + Distributed 
  [b77e0a4c] + InteractiveUtils 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [de0858da] + Printf 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [8dfed614] + Test 
  [4ec0a83e] + Unicode 
  Building XGBoost → `~/.julia/packages/XGBoost/LXjD0/deps/build.log`
   Testing XGBoost
 Resolving package versions...
    Status `/tmp/jl_rQO4ji/Manifest.toml`
  [b99e7846] BinaryProvider v0.5.8
  [009559a3] XGBoost v0.4.2
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [8dfed614] Test  [`@stdlib/Test`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
[16:14:07] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[16:14:09] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[16:14:09] 1611x126 matrix with 35442 entries loaded from ../data/agaricus.txt.test
[16:14:27] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[16:14:27] 1611x126 matrix with 35442 entries loaded from ../data/agaricus.txt.test
[1]	cv-test-error:0.046522+0.002437	cv-train-error:0.046522+0.001219
[2]	cv-test-error:0.022263+0.000704	cv-train-error:0.022263+0.000352
[3]	cv-test-error:0.010287+0.004705	cv-train-error:0.009520+0.004733
[4]	cv-test-error:0.015200+0.000461	cv-train-error:0.015200+0.000231
[5]	cv-test-error:0.005834+0.003135	cv-train-error:0.004760+0.003541
[16:19:15] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[16:19:15] 1611x126 matrix with 35442 entries loaded from ../data/agaricus.txt.test
training xgboost with dense matrix
[1]	train-error:0.046522
[2]	train-error:0.022263
training xgboost with sparse matrix
[1]	train-error:0.046522
[2]	train-error:0.022263
training xgboost with DMatrix[1]	train-error:0.000614
[2]	train-error:0.000000
[16:22:44] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[1]	train-error:0.046522
[2]	train-error:0.022263
test-error=0.48168839230291743
sum(abs, pred2-pred)=0.0
[1]	eval-logloss:0.226686	eval-error:0.042831	train-logloss:0.233376	train-error:0.046522
[2]	eval-logloss:0.137874	eval-error:0.021726	train-logloss:0.136658	train-error:0.022263
[16:24:10] 6513x126 matrix with 820638 entries loaded from dtrain.buffer
[16:24:10] 1611x126 matrix with 202986 entries loaded from dtest.buffer
test-error=0.48168839230291743
Array{XGBoost.FeatureImportance}((4,))
  1: XGBoost.FeatureImportance
    fname: String "odor=none"
    gain: Float64 0.676154705362776
    cover: Float64 0.4978745908048046
    freq: Float64 0.4
  2: XGBoost.FeatureImportance
    fname: String "stalk-root=club"
    gain: Float64 0.17135374958155838
    cover: Float64 0.19205434069649802
    freq: Float64 0.2
  3: XGBoost.FeatureImportance
    fname: String "stalk-root=rooted"
    gain: Float64 0.1231723640042142
    cover: Float64 0.16387502494525175
    freq: Float64 0.2
  4: XGBoost.FeatureImportance
    fname: String "spore-print-color=green"
    gain: Float64 0.02931918105145136
    cover: Float64 0.14619604355344562
    freq: Float64 0.2
Test Summary: | Pass  Total
XGBoost       |   10     10
   Testing XGBoost tests passed 

Results with Julia v1.3.0

Testing was successful. Last evaluation was ago and took 6 minutes, 32 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed XGBoost ──────── v0.4.2
 Installed BinaryProvider ─ v0.5.8
  Updating `~/.julia/environments/v1.3/Project.toml`
  [009559a3] + XGBoost v0.4.2
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [b99e7846] + BinaryProvider v0.5.8
  [009559a3] + XGBoost v0.4.2
  [2a0f44e3] + Base64 
  [8ba89e20] + Distributed 
  [b77e0a4c] + InteractiveUtils 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [de0858da] + Printf 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [8dfed614] + Test 
  [4ec0a83e] + Unicode 
  Building XGBoost → `~/.julia/packages/XGBoost/LXjD0/deps/build.log`
   Testing XGBoost
 Resolving package versions...
    Status `/tmp/jl_w2EBAC/Manifest.toml`
  [b99e7846] BinaryProvider v0.5.8
  [009559a3] XGBoost v0.4.2
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [8dfed614] Test  [`@stdlib/Test`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
[04:04:30] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[04:04:31] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[04:04:31] 1611x126 matrix with 35442 entries loaded from ../data/agaricus.txt.test
[04:04:51] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[04:04:51] 1611x126 matrix with 35442 entries loaded from ../data/agaricus.txt.test
[1]	cv-test-error:0.046522+0.002437	cv-train-error:0.046522+0.001219
[2]	cv-test-error:0.022263+0.000704	cv-train-error:0.022263+0.000352
[3]	cv-test-error:0.010287+0.004705	cv-train-error:0.009520+0.004733
[4]	cv-test-error:0.015200+0.000461	cv-train-error:0.015200+0.000231
[5]	cv-test-error:0.005834+0.003135	cv-train-error:0.004760+0.003541
[04:07:49] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[04:07:50] 1611x126 matrix with 35442 entries loaded from ../data/agaricus.txt.test
training xgboost with dense matrix
[1]	train-error:0.046522
[2]	train-error:0.022263
training xgboost with sparse matrix
[1]	train-error:0.046522
[2]	train-error:0.022263
training xgboost with DMatrix[1]	train-error:0.000614
[2]	train-error:0.000000
[04:09:35] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[1]	train-error:0.046522
[2]	train-error:0.022263
test-error=0.48168839230291743
sum(abs, pred2-pred)=0.0
[1]	eval-logloss:0.226686	eval-error:0.042831	train-logloss:0.233376	train-error:0.046522
[2]	eval-logloss:0.137874	eval-error:0.021726	train-logloss:0.136658	train-error:0.022263
[04:10:13] 6513x126 matrix with 820638 entries loaded from dtrain.buffer
[04:10:13] 1611x126 matrix with 202986 entries loaded from dtest.buffer
test-error=0.48168839230291743
Array{XGBoost.FeatureImportance}((4,))
  1: XGBoost.FeatureImportance
    fname: String "odor=none"
    gain: Float64 0.676154705362776
    cover: Float64 0.4978745908048046
    freq: Float64 0.4
  2: XGBoost.FeatureImportance
    fname: String "stalk-root=club"
    gain: Float64 0.17135374958155838
    cover: Float64 0.19205434069649802
    freq: Float64 0.2
  3: XGBoost.FeatureImportance
    fname: String "stalk-root=rooted"
    gain: Float64 0.1231723640042142
    cover: Float64 0.16387502494525175
    freq: Float64 0.2
  4: XGBoost.FeatureImportance
    fname: String "spore-print-color=green"
    gain: Float64 0.02931918105145136
    cover: Float64 0.14619604355344562
    freq: Float64 0.2
Test Summary: | Pass  Total
XGBoost       |   10     10
   Testing XGBoost tests passed 

Results with Julia v1.3.1-pre-7704df0a5a

Testing was successful. Last evaluation was ago and took 5 minutes, 29 seconds.

Click here to download the log file.

 Resolving package versions...
 Installed XGBoost ──────── v0.4.2
 Installed BinaryProvider ─ v0.5.8
  Updating `~/.julia/environments/v1.3/Project.toml`
  [009559a3] + XGBoost v0.4.2
  Updating `~/.julia/environments/v1.3/Manifest.toml`
  [b99e7846] + BinaryProvider v0.5.8
  [009559a3] + XGBoost v0.4.2
  [2a0f44e3] + Base64 
  [8ba89e20] + Distributed 
  [b77e0a4c] + InteractiveUtils 
  [8f399da3] + Libdl 
  [37e2e46d] + LinearAlgebra 
  [56ddb016] + Logging 
  [d6f4376e] + Markdown 
  [de0858da] + Printf 
  [9a3f8284] + Random 
  [ea8e919c] + SHA 
  [9e88b42a] + Serialization 
  [6462fe0b] + Sockets 
  [2f01184e] + SparseArrays 
  [10745b16] + Statistics 
  [8dfed614] + Test 
  [4ec0a83e] + Unicode 
  Building XGBoost → `~/.julia/packages/XGBoost/LXjD0/deps/build.log`
   Testing XGBoost
 Resolving package versions...
    Status `/tmp/jl_mnuDV0/Manifest.toml`
  [b99e7846] BinaryProvider v0.5.8
  [009559a3] XGBoost v0.4.2
  [2a0f44e3] Base64  [`@stdlib/Base64`]
  [8ba89e20] Distributed  [`@stdlib/Distributed`]
  [b77e0a4c] InteractiveUtils  [`@stdlib/InteractiveUtils`]
  [8f399da3] Libdl  [`@stdlib/Libdl`]
  [37e2e46d] LinearAlgebra  [`@stdlib/LinearAlgebra`]
  [56ddb016] Logging  [`@stdlib/Logging`]
  [d6f4376e] Markdown  [`@stdlib/Markdown`]
  [de0858da] Printf  [`@stdlib/Printf`]
  [9a3f8284] Random  [`@stdlib/Random`]
  [ea8e919c] SHA  [`@stdlib/SHA`]
  [9e88b42a] Serialization  [`@stdlib/Serialization`]
  [6462fe0b] Sockets  [`@stdlib/Sockets`]
  [2f01184e] SparseArrays  [`@stdlib/SparseArrays`]
  [10745b16] Statistics  [`@stdlib/Statistics`]
  [8dfed614] Test  [`@stdlib/Test`]
  [4ec0a83e] Unicode  [`@stdlib/Unicode`]
[16:28:08] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[16:28:10] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[16:28:10] 1611x126 matrix with 35442 entries loaded from ../data/agaricus.txt.test
[16:28:34] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[16:28:34] 1611x126 matrix with 35442 entries loaded from ../data/agaricus.txt.test
[1]	cv-test-error:0.046522+0.002437	cv-train-error:0.046522+0.001219
[2]	cv-test-error:0.022263+0.000704	cv-train-error:0.022263+0.000352
[3]	cv-test-error:0.010287+0.004705	cv-train-error:0.009520+0.004733
[4]	cv-test-error:0.015200+0.000461	cv-train-error:0.015200+0.000231
[5]	cv-test-error:0.005834+0.003135	cv-train-error:0.004760+0.003541
[16:30:54] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[16:30:54] 1611x126 matrix with 35442 entries loaded from ../data/agaricus.txt.test
training xgboost with dense matrix
[1]	train-error:0.046522
[2]	train-error:0.022263
training xgboost with sparse matrix
[1]	train-error:0.046522
[2]	train-error:0.022263
training xgboost with DMatrix[1]	train-error:0.000614
[2]	train-error:0.000000
[16:32:17] 6513x126 matrix with 143286 entries loaded from ../data/agaricus.txt.train
[1]	train-error:0.046522
[2]	train-error:0.022263
test-error=0.48168839230291743
sum(abs, pred2-pred)=0.0
[1]	eval-logloss:0.226686	eval-error:0.042831	train-logloss:0.233376	train-error:0.046522
[2]	eval-logloss:0.137874	eval-error:0.021726	train-logloss:0.136658	train-error:0.022263
[16:32:50] 6513x126 matrix with 820638 entries loaded from dtrain.buffer
[16:32:50] 1611x126 matrix with 202986 entries loaded from dtest.buffer
test-error=0.48168839230291743
Array{XGBoost.FeatureImportance}((4,))
  1: XGBoost.FeatureImportance
    fname: String "odor=none"
    gain: Float64 0.676154705362776
    cover: Float64 0.4978745908048046
    freq: Float64 0.4
  2: XGBoost.FeatureImportance
    fname: String "stalk-root=club"
    gain: Float64 0.17135374958155838
    cover: Float64 0.19205434069649802
    freq: Float64 0.2
  3: XGBoost.FeatureImportance
    fname: String "stalk-root=rooted"
    gain: Float64 0.1231723640042142
    cover: Float64 0.16387502494525175
    freq: Float64 0.2
  4: XGBoost.FeatureImportance
    fname: String "spore-print-color=green"
    gain: Float64 0.02931918105145136
    cover: Float64 0.14619604355344562
    freq: Float64 0.2
Test Summary: | Pass  Total
XGBoost       |   10     10
   Testing XGBoost tests passed