Package evaluation of SoleModels on Julia 1.10.9 (96dc2d8c45*) started at 2025-06-06T22:07:37.741 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.08s ################################################################################ # Installation # Installing SoleModels... Resolving package versions... Updating `~/.julia/environments/v1.10/Project.toml` [4249d9c7] + SoleModels v0.10.0 Updating `~/.julia/environments/v1.10/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [ec485272] + ArnoldiMethod v0.4.0 [4fba245c] + ArrayInterface v7.19.0 [6e4b80f9] + BenchmarkTools v1.6.0 [d1d4a3ce] + BitFlags v0.1.9 [336ed68f] + CSV v0.10.15 ⌅ [acdeb78f] + Catch22 v0.5.2 [324d7699] + CategoricalArrays v0.10.8 [da1fd8a2] + CodeTracking v1.3.9 [944b1d66] + CodecZlib v0.7.8 [3da002f7] + ColorTypes v0.12.1 [34da2185] + Compat v4.16.0 [f0e56b4a] + ConcurrentUtilities v2.5.0 [187b0558] + ConstructionBase v1.5.8 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.7.0 [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [e7dc6d0d] + DataValues v0.4.13 [8bb1440f] + DelimitedFiles v1.9.1 [85a47980] + Dictionaries v0.4.5 [0703355e] + DimensionalData v0.29.17 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.4 [460bff9d] + ExceptionUnwrapping v0.1.11 [411431e0] + Extents v0.1.6 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [069b7b12] + FunctionWrappers v1.1.3 [86223c79] + Graphs v1.13.0 [cd3eb016] + HTTP v1.10.16 [34004b35] + HypergeometricFunctions v0.3.28 [313cdc1a] + Indexing v1.1.1 [d25df0c9] + Inflate v0.1.5 [842dd82b] + InlineStrings v1.4.3 [85a1e053] + Interfaces v0.3.2 [8197267c] + IntervalSets v0.7.11 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.4 [c8e1da08] + IterTools v1.10.0 [1c8ee90f] + IterableTables v1.0.0 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [682c06a0] + JSON v0.21.4 [aa1ae85d] + JuliaInterpreter v0.10.3 [b964fa9f] + LaTeXStrings v1.4.0 [50d2b5c4] + Lazy v0.15.1 [2ab3a3ac] + LogExpFunctions v0.3.29 [e6f89c97] + LoggingExtras v1.1.0 [6f1432cf] + LoweredCodeUtils v3.3.0 [e80e1ace] + MLJModelInterface v1.11.1 [1914dd2f] + MacroTools v0.5.16 [739be429] + MbedTLS v1.1.9 [e1d29d7a] + Missings v1.2.0 ⌃ [8cc5100c] + MultiData v0.1.2 [4d8831e6] + OpenSSL v1.5.0 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [69de0a69] + Parsers v2.8.3 [2dfb63ee] + PooledArrays v1.4.3 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [08abe8d2] + PrettyTables v2.4.0 [33c8b6b6] + ProgressLogging v0.1.4 [92933f4c] + ProgressMeter v1.10.4 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [1a8c2f83] + Query v1.0.0 [2aef5ad7] + QueryOperators v0.9.3 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [295af30f] + Revise v3.8.0 [79098fc4] + Rmath v0.8.0 [321657f4] + ScientificTypes v3.1.0 [30f210dd] + ScientificTypesBase v3.0.0 [91c51154] + SentinelArrays v1.4.8 [777ac1f9] + SimpleBufferStream v1.2.0 [699a6c99] + SimpleTraits v0.9.4 ⌅ [4475fa32] + SoleBase v0.12.4 ⌃ [123f1ae1] + SoleData v0.16.0 ⌅ [b002da8f] + SoleLogics v0.11.0 [4249d9c7] + SoleModels v0.10.0 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.1 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [64bff920] + StatisticalTraits v3.4.0 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [4c63d2b9] + StatsFuns v1.5.0 [892a3eda] + StringManipulation v0.4.1 [fd094767] + Suppressor v0.2.8 [5e66a065] + TableShowUtils v0.2.6 [3783bdb8] + TableTraits v1.0.1 [382cd787] + TableTraitsUtils v1.0.2 [bd369af6] + Tables v1.12.1 [4239201d] + ThreadSafeDicts v0.1.6 ⌅ [f3112013] + TimeseriesFeatures v0.4.4 [3bb67fe8] + TranscodingStreams v0.11.3 [5c2747f8] + URIs v1.5.2 [2fbcfb34] + UniqueVectors v1.2.0 [ea10d353] + WeakRefStrings v1.4.2 [76eceee3] + WorkerUtilities v1.6.1 [a5390f91] + ZipFile v0.10.1 [458c3c95] + OpenSSL_jll v3.5.0+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 ⌅ [8a07c0c5] + catch22_jll v0.4.0+0 [0dad84c5] + ArgTools v1.1.1 [56f22d72] + Artifacts [2a0f44e3] + Base64 [ade2ca70] + Dates [8ba89e20] + Distributed [f43a241f] + Downloads v1.6.0 [7b1f6079] + FileWatching [9fa8497b] + Future [b77e0a4c] + InteractiveUtils [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 [8f399da3] + Libdl [37e2e46d] + LinearAlgebra [56ddb016] + Logging [d6f4376e] + Markdown [a63ad114] + Mmap [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.10.0 [de0858da] + Printf [9abbd945] + Profile [3fa0cd96] + REPL [9a3f8284] + Random [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization [1a1011a3] + SharedArrays [6462fe0b] + Sockets [2f01184e] + SparseArrays v1.10.0 [10745b16] + Statistics v1.10.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test [cf7118a7] + UUIDs [4ec0a83e] + Unicode [e66e0078] + CompilerSupportLibraries_jll v1.1.1+0 [deac9b47] + LibCURL_jll v8.4.0+0 [e37daf67] + LibGit2_jll v1.6.4+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.2+1 [14a3606d] + MozillaCACerts_jll v2023.1.10 [4536629a] + OpenBLAS_jll v0.3.23+4 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.2.1+1 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.52.0+1 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 9.21s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 274.15s ################################################################################ # Testing # Testing SoleModels Status `/tmp/jl_87ZWCo/Project.toml` [1520ce14] AbstractTrees v0.4.5 [6e4b80f9] BenchmarkTools v1.6.0 [336ed68f] CSV v0.10.15 [324d7699] CategoricalArrays v0.10.8 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [7806a523] DecisionTree v0.12.4 [1a297f60] FillArrays v1.13.0 [069b7b12] FunctionWrappers v1.1.3 [86223c79] Graphs v1.13.0 [cd3eb016] HTTP v1.10.16 [c8e1da08] IterTools v1.10.0 [50d2b5c4] Lazy v0.15.1 [add582a8] MLJ v0.20.8 [a7f614a8] MLJBase v1.8.1 [c6f25543] MLJDecisionTreeInterface v0.4.2 [54119dfa] MLJXGBoostInterface v0.3.12 ⌃ [8cc5100c] MultiData v0.1.2 [08abe8d2] PrettyTables v2.4.0 [92933f4c] ProgressMeter v1.10.4 [189a3867] Reexport v1.2.2 [295af30f] Revise v3.8.0 ⌅ [4475fa32] SoleBase v0.12.4 ⌃ [123f1ae1] SoleData v0.16.0 ⌅ [b002da8f] SoleLogics v0.11.0 [4249d9c7] SoleModels v0.10.0 [2913bbd2] StatsBase v0.34.5 [fd094767] Suppressor v0.2.8 [bd369af6] Tables v1.12.1 [4239201d] ThreadSafeDicts v0.1.6 [009559a3] XGBoost v2.5.1 [a5390f91] ZipFile v0.10.1 [b77e0a4c] InteractiveUtils [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [9a3f8284] Random [8dfed614] Test Status `/tmp/jl_87ZWCo/Manifest.toml` [da404889] ARFFFiles v1.5.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [ec485272] ArnoldiMethod v0.4.0 [4fba245c] ArrayInterface v7.19.0 [a9b6321e] Atomix v1.1.1 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [6e4b80f9] BenchmarkTools v1.6.0 [d1d4a3ce] BitFlags v0.1.9 [fa961155] CEnum v0.5.0 [336ed68f] CSV v0.10.15 ⌅ [acdeb78f] Catch22 v0.5.2 [324d7699] CategoricalArrays v0.10.8 [af321ab8] CategoricalDistributions v0.1.15 [d360d2e6] ChainRulesCore v1.25.1 [da1fd8a2] CodeTracking v1.3.9 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.1 [861a8166] Combinatorics v1.0.3 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [ed09eef8] ComputationalResources v0.3.2 [f0e56b4a] ConcurrentUtilities v2.5.0 [187b0558] ConstructionBase v1.5.8 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [e7dc6d0d] DataValues v0.4.13 [7806a523] DecisionTree v0.12.4 [244e2a9f] DefineSingletons v0.1.2 [8bb1440f] DelimitedFiles v1.9.1 [85a47980] Dictionaries v0.4.5 [0703355e] DimensionalData v0.29.17 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.4 [792122b4] EarlyStopping v0.3.0 [460bff9d] ExceptionUnwrapping v0.1.11 [411431e0] Extents v0.1.6 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [33837fe5] FeatureSelection v0.2.2 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 [069b7b12] FunctionWrappers v1.1.3 [46192b85] 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[c2834f40] MLCore v1.0.0 ⌅ [64a0f543] MLFlowClient v0.5.1 [add582a8] MLJ v0.20.8 [45f359ea] MLJBalancing v0.1.5 [a7f614a8] MLJBase v1.8.1 [c6f25543] MLJDecisionTreeInterface v0.4.2 [50ed68f4] MLJEnsembles v0.4.3 [7b7b8358] MLJFlow v0.5.0 [614be32b] MLJIteration v0.6.3 [e80e1ace] MLJModelInterface v1.11.1 [d491faf4] MLJModels v0.17.9 [03970b2e] MLJTuning v0.8.8 [54119dfa] MLJXGBoostInterface v0.3.12 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.16 [739be429] MbedTLS v1.1.9 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 ⌃ [8cc5100c] MultiData v0.1.2 [872c559c] NNlib v0.9.30 [71a1bf82] NameResolution v0.1.5 [8b6db2d4] OpenML v0.3.2 [4d8831e6] OpenSSL v1.5.0 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [2dfb63ee] PooledArrays v1.4.3 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [8162dcfd] PrettyPrint v0.2.0 [54e16d92] PrettyPrinting v0.4.2 [08abe8d2] PrettyTables v2.4.0 [33c8b6b6] ProgressLogging v0.1.4 [92933f4c] ProgressMeter v1.10.4 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [1a8c2f83] Query v1.0.0 [2aef5ad7] QueryOperators v0.9.3 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [05181044] RelocatableFolders v1.0.1 [ae029012] Requires v1.3.1 [295af30f] Revise v3.8.0 [79098fc4] Rmath v0.8.0 [321657f4] ScientificTypes v3.1.0 [30f210dd] ScientificTypesBase v3.0.0 [6e75b9c4] ScikitLearnBase v0.5.0 [7e506255] ScopedValues v1.3.0 [6c6a2e73] Scratch v1.2.1 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [605ecd9f] ShowCases v0.1.0 [777ac1f9] SimpleBufferStream v1.2.0 [699a6c99] SimpleTraits v0.9.4 ⌅ [4475fa32] SoleBase v0.12.4 ⌃ [123f1ae1] SoleData v0.16.0 ⌅ [b002da8f] SoleLogics v0.11.0 [4249d9c7] SoleModels v0.10.0 [a2af1166] SortingAlgorithms v1.2.1 [a0a7dd2c] SparseMatricesCSR v0.6.9 [276daf66] SpecialFunctions v2.5.1 [171d559e] SplittablesBase v0.1.15 [860ef19b] StableRNGs v1.0.3 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [a19d573c] StatisticalMeasures v0.2.1 [c062fc1d] StatisticalMeasuresBase v0.1.2 [64bff920] StatisticalTraits v3.4.0 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [4c63d2b9] StatsFuns v1.5.0 [892a3eda] StringManipulation v0.4.1 [856f2bd8] StructTypes v1.11.0 [fd094767] Suppressor v0.2.8 [5e66a065] TableShowUtils v0.2.6 [3783bdb8] TableTraits v1.0.1 [382cd787] TableTraitsUtils v1.0.2 [bd369af6] Tables v1.12.1 [4239201d] ThreadSafeDicts v0.1.6 ⌅ [f3112013] TimeseriesFeatures v0.4.4 [3bb67fe8] TranscodingStreams v0.11.3 [28d57a85] Transducers v0.4.84 [5c2747f8] URIs v1.5.2 [3a884ed6] UnPack v1.0.2 [2fbcfb34] UniqueVectors v1.2.0 [013be700] UnsafeAtomics v0.3.0 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [009559a3] XGBoost v2.5.1 [a5390f91] ZipFile v0.10.1 [4ee394cb] CUDA_Driver_jll v0.13.0+0 [76a88914] CUDA_Runtime_jll v0.17.0+0 [1d63c593] LLVMOpenMP_jll v18.1.8+0 [458c3c95] OpenSSL_jll 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[e37daf67] LibGit2_jll v1.6.4+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.2+1 [14a3606d] MozillaCACerts_jll v2023.1.10 [4536629a] OpenBLAS_jll v0.3.23+4 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.2.1+1 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.52.0+1 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Julia version: 1.10.9 ################################################## TEST: base.jl ################################################## TEST: misc.jl ################################################## TEST: parse.jl ################################################## TEST: juliacon2024.jl [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ [ Info: Training machine(DecisionTreeClassifier(max_depth = -1, …), …). ▣ petal_length < 2.45 ├✔ 1 └✘ petal_length < 4.75 ├✔ 2 └✘ petal_width < 1.85 ├✔ petal_length < 5.3 │ ├✔ sepal_width < 3.1 │ │ ├✔ petal_width < 1.75 │ │ │ ├✔ petal_width < 1.55 │ │ │ │ ├✔ 3 │ │ │ │ └✘ 2 │ │ │ └✘ 3 │ │ └✘ 2 │ └✘ 3 └✘ 3 ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬────────────┬────────────┬──────────┬────────────┬────────────┬─────────┬────────┐ │ Antecedent │ Consequent │ ninstances │ ncovered │ coverage │ confidence │ lift │ natoms │ ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────┼────────────┼──────────┼────────────┼────────────┼─────────┼────────┤ │ (petal_length < 2.45) │ 1 │ 120 │ 40 │ 0.333333 │ 1.0 │ 3.0 │ 1 │ │ (¬petal_length < 2.45) ∧ (petal_length < 4.75) │ 2 │ 120 │ 34 │ 0.283333 │ 1.0 │ 3.24324 │ 2 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (sepal_width < 3.1) ∧ (petal_width < 1.75) ∧ (petal_width < 1.55) │ 3 │ 120 │ 1 │ 0.00833333 │ 1.0 │ 2.7907 │ 7 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (sepal_width < 3.1) ∧ (petal_width < 1.75) ∧ (¬petal_width < 1.55) │ 2 │ 120 │ 2 │ 0.0166667 │ 1.0 │ 3.24324 │ 7 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (sepal_width < 3.1) ∧ (¬petal_width < 1.75) │ 3 │ 120 │ 5 │ 0.0416667 │ 1.0 │ 2.7907 │ 6 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (¬sepal_width < 3.1) │ 2 │ 120 │ 1 │ 0.00833333 │ 1.0 │ 3.24324 │ 5 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (¬petal_length < 5.3) │ 3 │ 120 │ 7 │ 0.0583333 │ 1.0 │ 2.7907 │ 4 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (¬petal_width < 1.85) │ 3 │ 120 │ 30 │ 0.25 │ 1.0 │ 2.7907 │ 3 │ └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────────┴────────────┴──────────┴────────────┴────────────┴─────────┴────────┘ ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬────────────┬────────────┬──────────┬────────────┬────────────┬─────────┬────────┐ │ Antecedent │ Consequent │ ninstances │ ncovered │ coverage │ confidence │ lift │ natoms │ ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────┼────────────┼──────────┼────────────┼────────────┼─────────┼────────┤ │ petal_length < 2.45 │ 1 │ 120 │ 40 │ 0.333333 │ 1.0 │ 3.0 │ 1 │ │ (¬petal_length < 2.45) ∧ (petal_length < 4.75) │ 2 │ 120 │ 34 │ 0.283333 │ 1.0 │ 3.24324 │ 2 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (sepal_width < 3.1) ∧ (petal_width < 1.75) ∧ (petal_width < 1.55) │ 3 │ 120 │ 1 │ 0.00833333 │ 1.0 │ 2.7907 │ 7 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (sepal_width < 3.1) ∧ (petal_width < 1.75) ∧ (¬petal_width < 1.55) │ 2 │ 120 │ 2 │ 0.0166667 │ 1.0 │ 3.24324 │ 7 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (sepal_width < 3.1) ∧ (¬petal_width < 1.75) │ 3 │ 120 │ 5 │ 0.0416667 │ 1.0 │ 2.7907 │ 6 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (¬sepal_width < 3.1) │ 2 │ 120 │ 1 │ 0.00833333 │ 1.0 │ 3.24324 │ 5 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (¬petal_length < 5.3) │ 3 │ 120 │ 7 │ 0.0583333 │ 1.0 │ 2.7907 │ 4 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (¬petal_width < 1.85) │ 3 │ 120 │ 30 │ 0.25 │ 1.0 │ 2.7907 │ 3 │ └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────────┴────────────┴──────────┴────────────┴────────────┴─────────┴────────┘ ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬────────────┬────────────┬──────────┬───────────┬────────────┬─────────┬────────┬────────┐ │ Antecedent │ Consequent │ ninstances │ ncovered │ coverage │ confidence │ lift │ natoms │ height │ ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────┼────────────┼──────────┼───────────┼────────────┼─────────┼────────┼────────┤ │ petal_length < 2.45 │ 1 │ 30 │ 10 │ 0.333333 │ 1.0 │ 3.0 │ 1 │ 0 │ │ (¬petal_length < 2.45) ∧ (petal_length < 4.75) │ 2 │ 30 │ 11 │ 0.366667 │ 0.909091 │ 2.0979 │ 2 │ 2 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (sepal_width < 3.1) ∧ (petal_width < 1.75) ∧ (petal_width < 1.55) │ 3 │ 30 │ 3 │ 0.1 │ 0.333333 │ 1.42857 │ 7 │ 6 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (sepal_width < 3.1) ∧ (petal_width < 1.75) ∧ (¬petal_width < 1.55) │ 2 │ 30 │ 0 │ 0.0 │ NaN │ NaN │ 7 │ 7 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (sepal_width < 3.1) ∧ (¬petal_width < 1.75) │ 3 │ 30 │ 0 │ 0.0 │ NaN │ NaN │ 6 │ 6 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (¬sepal_width < 3.1) │ 2 │ 30 │ 1 │ 0.0333333 │ 1.0 │ 2.30769 │ 5 │ 5 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (¬petal_length < 5.3) │ 3 │ 30 │ 1 │ 0.0333333 │ 1.0 │ 4.28571 │ 4 │ 4 │ │ (¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (¬petal_width < 1.85) │ 3 │ 30 │ 4 │ 0.133333 │ 1.0 │ 4.28571 │ 3 │ 3 │ └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────────┴────────────┴──────────┴───────────┴────────────┴─────────┴────────┴────────┘ ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬────────────┬────────────┬──────────┬───────────┬────────────┬─────────┬────────┐ │ Antecedent │ Consequent │ ninstances │ ncovered │ coverage │ confidence │ lift │ natoms │ ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────┼────────────┼──────────┼───────────┼────────────┼─────────┼────────┤ │ (petal_length < 2.45) │ 1 │ 30 │ 10 │ 0.333333 │ 1.0 │ 3.0 │ 1 │ │ ((¬petal_length < 2.45) ∧ (petal_length < 4.75)) ∨ ((¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (¬sepal_width < 3.1)) │ 2 │ 60 │ 12 │ 0.2 │ 0.916667 │ 2.11538 │ 7 │ │ ((¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (petal_length < 5.3) ∧ (sepal_width < 3.1) ∧ (petal_width < 1.75) ∧ (petal_width < 1.55)) ∨ ((¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (petal_width < 1.85) ∧ (¬petal_length < 5.3)) ∨ ((¬petal_length < 2.45) ∧ (¬petal_length < 4.75) ∧ (¬petal_width < 1.85)) │ 3 │ 90 │ 8 │ 0.0888889 │ 0.75 │ 3.21429 │ 14 │ └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────────┴────────────┴──────────┴───────────┴────────────┴─────────┴────────┘ ################################################## TEST: linear-form-utilities.jl ################################################## TEST: /home/pkgeval/.julia/packages/SoleModels/05y4D/pluto-demo.jl ################################################## TEST: DecisionTreeExt/tree.jl Training set size: (120, 4) - (120,) Test set size: (30, 4) - (30,) Training set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} Test set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ [ Info: Training machine(DecisionTreeClassifier(max_depth = -1, …), …). ▣ petal_width < 0.8 ├✔ setosa : (ninstances = 41, ncovered = 41, confidence = 1.0, lift = 1.0) └✘ petal_length < 4.85 ├✔ petal_width < 1.65 │ ├✔ versicolor : (ninstances = 36, ncovered = 36, confidence = 1.0, lift = 1.0) │ └✘ sepal_width < 3.1 │ ├✔ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) │ └✘ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) └✘ petal_width < 1.75 ├✔ petal_width < 1.65 │ ├✔ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) │ └✘ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) └✘ virginica : (ninstances = 35, ncovered = 35, confidence = 1.0, lift = 1.0) ▣ (petal_width < 0.8) ↣ setosa : (ninstances = 120, ncovered = 41, coverage = 0.34, confidence = 1.0, lift = 2.93, natoms = 1) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 120, ncovered = 36, coverage = 0.3, confidence = 1.0, lift = 3.16, natoms = 3) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (¬(petal_width < 1.65)) ∧ (sepal_width < 3.1) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 3.1)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.16, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (petal_width < 1.75) ∧ (petal_width < 1.65) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (petal_width < 1.75) ∧ (¬(petal_width < 1.65)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.16, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (¬(petal_width < 1.75)) ↣ virginica : (ninstances = 120, ncovered = 35, coverage = 0.29, confidence = 1.0, lift = 2.93, natoms = 3) ▣ (petal_width < 0.8) ↣ setosa : (ninstances = 41, ncovered = 41, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 41, coverage = 0.34, confidence = 1.0, lift = 2.93, natoms = 1) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 36, ncovered = 36, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 36, coverage = 0.3, confidence = 1.0, lift = 3.16, natoms = 3) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (¬(petal_width < 1.65)) ∧ (sepal_width < 3.1) ↣ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 3.1)) ↣ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.16, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (petal_width < 1.75) ∧ (petal_width < 1.65) ↣ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (petal_width < 1.75) ∧ (¬(petal_width < 1.65)) ↣ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.16, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (¬(petal_width < 1.75)) ↣ virginica : (ninstances = 35, ncovered = 35, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 35, coverage = 0.29, confidence = 1.0, lift = 2.93, natoms = 3) ▣ (petal_width < 0.8) : (ninstances = 120, ncovered = 41, coverage = 0.34, confidence = 1.0, lift = 2.93, natoms = 1) └✔ setosa : (ninstances = 41, ncovered = 41, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (petal_width < 1.65) : (ninstances = 120, ncovered = 36, coverage = 0.3, confidence = 1.0, lift = 3.16, natoms = 3) └✔ versicolor : (ninstances = 36, ncovered = 36, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (¬(petal_width < 1.65)) ∧ (sepal_width < 3.1) : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 4) └✔ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 3.1)) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.16, natoms = 4) └✔ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (petal_width < 1.75) ∧ (petal_width < 1.65) : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 4) └✔ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (petal_width < 1.75) ∧ (¬(petal_width < 1.65)) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.16, natoms = 4) └✔ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (¬(petal_width < 1.75)) : (ninstances = 120, ncovered = 35, coverage = 0.29, confidence = 1.0, lift = 2.93, natoms = 3) └✔ virginica : (ninstances = 35, ncovered = 35, confidence = 1.0, lift = 1.0) ▣ (petal_width < 0.8) ↣ setosa : (ninstances = 120, ncovered = 41, coverage = 0.34, confidence = 1.0, lift = 2.93, natoms = 1) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 120, ncovered = 36, coverage = 0.3, confidence = 1.0, lift = 3.16, natoms = 3) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (¬(petal_width < 1.65)) ∧ (sepal_width < 3.1) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 3.1)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.16, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (petal_width < 1.75) ∧ (petal_width < 1.65) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (petal_width < 1.75) ∧ (¬(petal_width < 1.65)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.16, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (¬(petal_width < 1.75)) ↣ virginica : (ninstances = 120, ncovered = 35, coverage = 0.29, confidence = 1.0, lift = 2.93, natoms = 3) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 3.1)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 3.1578947368421053, natoms = 4, length = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (petal_width < 1.75) ∧ (¬(petal_width < 1.65)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 3.1578947368421053, natoms = 4, length = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (¬(petal_width < 1.65)) ∧ (sepal_width < 3.1) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.025, confidence = 1.0, lift = 2.926829268292683, natoms = 4, length = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (petal_width < 1.75) ∧ (petal_width < 1.65) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.025, confidence = 1.0, lift = 2.926829268292683, natoms = 4, length = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_length < 4.85)) ∧ (¬(petal_width < 1.75)) ↣ virginica : (ninstances = 120, ncovered = 35, coverage = 0.2916666666666667, confidence = 1.0, lift = 2.926829268292683, natoms = 3, length = 3) ▣ (¬(petal_width < 0.8)) ∧ (petal_length < 4.85) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 120, ncovered = 36, coverage = 0.3, confidence = 1.0, lift = 3.1578947368421053, natoms = 3, length = 3) ▣ (petal_width < 0.8) ↣ setosa : (ninstances = 120, ncovered = 41, coverage = 0.3416666666666667, confidence = 1.0, lift = 2.926829268292683, natoms = 1, length = 1) TEST: DecisionTreeExt/forest.jl Training set size: (120, 4) - (120,) Test set size: (30, 4) - (30,) Training set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} Test set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ [ Info: Training machine(RandomForestClassifier(max_depth = 3, …), …). DecisionTreeExt: Error During Test at /home/pkgeval/.julia/packages/SoleModels/05y4D/test/runtests.jl:33 Got exception outside of a @test LoadError: Please, provide classlabels argument, as in solemodel(forest; classlabels = classlabels, kwargs...). If your forest was trained via MLJ, use `classlabels = (mach).fitresult[2][sortperm((mach).fitresult[3])]`. Also consider providing `featurenames = report(mach).features`. Stacktrace: [1] error(s::String) @ Base ./error.jl:35 [2] solemodel(::DecisionTree.Ensemble{Float64, UInt32}; classlabels::Nothing, featurenames::Vector{Symbol}, keep_condensed::Bool, kwargs::@Kwargs{classnames::CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}}}) @ DecisionTreeExt ~/.julia/packages/SoleModels/05y4D/ext/DecisionTreeExt.jl:60 [3] top-level scope @ ~/.julia/packages/SoleModels/05y4D/test/DecisionTreeExt/forest.jl:44 [4] include @ ./client.jl:494 [inlined] [5] run_tests(list::Vector{String}) @ Main ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:11 [6] macro expansion @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:34 [inlined] [7] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [8] macro expansion @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:34 [inlined] [9] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [10] top-level scope @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:29 [11] include(fname::String) @ Base.MainInclude ./client.jl:494 [12] top-level scope @ none:6 [13] eval @ ./boot.jl:385 [inlined] [14] exec_options(opts::Base.JLOptions) @ Base ./client.jl:296 [15] _start() @ Base ./client.jl:557 in expression starting at /home/pkgeval/.julia/packages/SoleModels/05y4D/test/DecisionTreeExt/forest.jl:44 ################################################## TEST: XGBoostExt.jl [ Info: For silent loading, specify `verbosity=0`. import MLJXGBoostInterface ✔ [ Info: Training machine(XGBoostClassifier(test = 1, …), …). [ Info: XGBoost: starting training. [ Info: [1] train-mlogloss:0.73871099899212522 [ Info: [2] train-mlogloss:0.52893359760443370 [ Info: [3] train-mlogloss:0.39236072028676666 [ Info: [4] train-mlogloss:0.29776864921053253 [ Info: [5] train-mlogloss:0.23089525625109672 [ Info: [6] train-mlogloss:0.18248797183235485 [ Info: [7] train-mlogloss:0.14610871784389018 [ Info: [8] train-mlogloss:0.11719805064300697 [ Info: [9] train-mlogloss:0.09555812425290545 [ Info: [10] train-mlogloss:0.07951396228745580 [ Info: [11] train-mlogloss:0.06817339189971487 [ Info: [12] train-mlogloss:0.05782077528225879 [ Info: [13] train-mlogloss:0.05068850784252087 [ Info: [14] train-mlogloss:0.04399637330013017 [ Info: [15] train-mlogloss:0.03914547146608432 [ Info: [16] train-mlogloss:0.03539504570265611 [ Info: [17] train-mlogloss:0.03210436953231692 [ Info: [18] train-mlogloss:0.02934713272067408 [ Info: [19] train-mlogloss:0.02731284143713613 [ Info: [20] train-mlogloss:0.02631711410358548 [ Info: [21] train-mlogloss:0.02516640933463350 [ Info: [22] train-mlogloss:0.02417348950402811 [ Info: [23] train-mlogloss:0.02331026231404394 [ Info: [24] train-mlogloss:0.02255510948598385 [ Info: [25] train-mlogloss:0.02209454713156447 [ Info: [26] train-mlogloss:0.02144765593499566 [ Info: [27] train-mlogloss:0.02112404815852642 [ Info: [28] train-mlogloss:0.02082855640522515 [ Info: [29] train-mlogloss:0.02053788730408996 [ Info: [30] train-mlogloss:0.02026485640283985 [ Info: [31] train-mlogloss:0.01999398690143911 [ Info: [32] train-mlogloss:0.01974387922285435 [ Info: [33] train-mlogloss:0.01951394851785153 [ Info: [34] train-mlogloss:0.01926195754786022 [ Info: [35] train-mlogloss:0.01908937865907016 [ Info: [36] train-mlogloss:0.01891992611926980 [ Info: [37] train-mlogloss:0.01876569297164678 [ Info: [38] train-mlogloss:0.01854732518938059 [ Info: [39] train-mlogloss:0.01839981547091156 [ Info: [40] train-mlogloss:0.01819880412658676 [ Info: [41] train-mlogloss:0.01806156212890831 [ Info: [42] train-mlogloss:0.01791799128404819 [ Info: [43] train-mlogloss:0.01777967718662694 [ Info: [44] train-mlogloss:0.01765578151680529 [ Info: [45] train-mlogloss:0.01752392830094323 [ Info: [46] train-mlogloss:0.01739168723773522 [ Info: [47] train-mlogloss:0.01727129409749371 [ Info: [48] train-mlogloss:0.01715294837874050 [ Info: [49] train-mlogloss:0.01704005584664022 [ Info: [50] train-mlogloss:0.01691910416896765 [ Info: [51] train-mlogloss:0.01680932259284115 [ Info: [52] train-mlogloss:0.01670178239194987 [ Info: [53] train-mlogloss:0.01659828378178645 [ Info: [54] train-mlogloss:0.01649204713758081 [ Info: [55] train-mlogloss:0.01639802252951389 [ Info: [56] train-mlogloss:0.01630139104769720 [ Info: [57] train-mlogloss:0.01621104887550852 [ Info: [58] train-mlogloss:0.01612850730210387 [ Info: [59] train-mlogloss:0.01604057590981635 [ Info: [60] train-mlogloss:0.01596128951932769 [ Info: [61] train-mlogloss:0.01588566684028289 [ Info: [62] train-mlogloss:0.01580932631914038 [ Info: [63] train-mlogloss:0.01573785241441025 [ Info: [64] train-mlogloss:0.01567147562454920 [ Info: [65] train-mlogloss:0.01560065199446399 [ Info: [66] train-mlogloss:0.01553655914904084 [ Info: [67] train-mlogloss:0.01547565723788769 [ Info: [68] train-mlogloss:0.01541314352847015 [ Info: [69] train-mlogloss:0.01535696990419335 [ Info: [70] train-mlogloss:0.01529902526817750 [ Info: [71] train-mlogloss:0.01524413698061835 [ Info: [72] train-mlogloss:0.01519252850557678 [ Info: [73] train-mlogloss:0.01514389655591610 [ Info: [74] train-mlogloss:0.01509798849486591 [ Info: [75] train-mlogloss:0.01505487270963689 [ Info: [76] train-mlogloss:0.01501047955825925 [ Info: [77] train-mlogloss:0.01496855425163327 [ Info: [78] train-mlogloss:0.01492987653473392 [ Info: [79] train-mlogloss:0.01488586758496240 [ Info: [80] train-mlogloss:0.01484965493242877 [ Info: [81] train-mlogloss:0.01481616463667403 [ Info: [82] train-mlogloss:0.01478264798546055 [ Info: [83] train-mlogloss:0.01475034660446302 [ Info: [84] train-mlogloss:0.01471903831892026 [ Info: [85] train-mlogloss:0.01468797455794023 [ Info: [86] train-mlogloss:0.01465798085555434 [ Info: [87] train-mlogloss:0.01462899753823876 [ Info: [88] train-mlogloss:0.01460123959016831 [ Info: [89] train-mlogloss:0.01458537327513720 [ Info: [90] train-mlogloss:0.01456862345997554 [ Info: [91] train-mlogloss:0.01455420453567058 [ Info: [92] train-mlogloss:0.01453824486040200 [ Info: [93] train-mlogloss:0.01452356984373182 [ Info: [94] train-mlogloss:0.01450907642817280 [ Info: [95] train-mlogloss:0.01449459999760923 [ Info: [96] train-mlogloss:0.01448070238693617 [ Info: [97] train-mlogloss:0.01446717688716793 [ Info: [98] train-mlogloss:0.01445444479080227 [ Info: [99] train-mlogloss:0.01444019125580477 [ Info: [100] train-mlogloss:0.01442816736525856 [ Info: Training rounds complete. Test Accuracy: 0.9333333333333333 XGBoostExt: Error During Test at /home/pkgeval/.julia/packages/SoleModels/05y4D/test/runtests.jl:33 Got exception outside of a @test LoadError: TODO fix and test. Stacktrace: [1] error(s::String) @ Base ./error.jl:35 [2] alphabet(model::XGBoost.Booster; kwargs::@Kwargs{}) @ XGBoostExt ~/.julia/packages/SoleModels/05y4D/ext/XGBoostExt.jl:9 [3] alphabet(model::XGBoost.Booster) @ XGBoostExt ~/.julia/packages/SoleModels/05y4D/ext/XGBoostExt.jl:8 [4] (::var"#874#876")() @ Main /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:898 [5] (::Base.RedirectStdStream)(thunk::var"#874#876", stream::IOStream) @ Base ./stream.jl:1429 [6] #873 @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:897 [inlined] [7] open(::var"#873#875", ::String, ::Vararg{String}; kwargs::@Kwargs{}) @ Base ./io.jl:396 [8] open(::Function, ::String, ::String) @ Base ./io.jl:393 [9] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:896 [inlined] [10] top-level scope @ ~/.julia/packages/SoleModels/05y4D/test/XGBoostExt.jl:894 [11] include @ ./client.jl:494 [inlined] [12] run_tests(list::Vector{String}) @ Main ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:11 [13] macro expansion @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:34 [inlined] [14] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [15] macro expansion @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:34 [inlined] [16] macro expansion @ /opt/julia/share/julia/stdlib/v1.10/Test/src/Test.jl:1577 [inlined] [17] top-level scope @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:29 [18] include(fname::String) @ Base.MainInclude ./client.jl:494 [19] top-level scope @ none:6 [20] eval @ ./boot.jl:385 [inlined] [21] exec_options(opts::Base.JLOptions) @ Base ./client.jl:296 [22] _start() @ Base ./client.jl:557 in expression starting at /home/pkgeval/.julia/packages/SoleModels/05y4D/test/XGBoostExt.jl:43 Test Summary: | Pass Error Broken Total Time SoleModels.jl | 324 2 30 356 7m54.3s Models | 98 98 27.9s Miscellaneous | 199 30 229 34.3s Parse | 13 13 17.2s Rules | None 4m40.1s Linear forms | 7 7 0.5s Pluto Demo | None 56.4s DecisionTreeExt | 7 1 8 29.6s XGBoostExt | 1 1 27.9s ERROR: LoadError: Some tests did not pass: 324 passed, 0 failed, 2 errored, 30 broken. in expression starting at /home/pkgeval/.julia/packages/SoleModels/05y4D/test/runtests.jl:28 Testing failed after 501.22s ERROR: LoadError: Package SoleModels errored during testing Stacktrace: [1] pkgerror(msg::String) @ Pkg.Types /opt/julia/share/julia/stdlib/v1.10/Pkg/src/Types.jl:70 [2] test(ctx::Pkg.Types.Context, pkgs::Vector{Pkg.Types.PackageSpec}; coverage::Bool, julia_args::Cmd, test_args::Cmd, test_fn::Nothing, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool) @ Pkg.Operations /opt/julia/share/julia/stdlib/v1.10/Pkg/src/Operations.jl:2034 [3] test @ /opt/julia/share/julia/stdlib/v1.10/Pkg/src/Operations.jl:1915 [inlined] [4] test(ctx::Pkg.Types.Context, pkgs::Vector{Pkg.Types.PackageSpec}; coverage::Bool, test_fn::Nothing, julia_args::Cmd, test_args::Cmd, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool, kwargs::@Kwargs{io::Base.PipeEndpoint}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.10/Pkg/src/API.jl:444 [5] test(pkgs::Vector{Pkg.Types.PackageSpec}; io::Base.PipeEndpoint, kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.10/Pkg/src/API.jl:159 [6] test @ /opt/julia/share/julia/stdlib/v1.10/Pkg/src/API.jl:147 [inlined] [7] #test#74 @ /opt/julia/share/julia/stdlib/v1.10/Pkg/src/API.jl:146 [inlined] [8] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:219 in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 PkgEval failed after 828.82s: package tests unexpectedly errored