Package evaluation of SoleModels on Julia 1.10.8 (92f03a4775*) started at 2025-02-25T14:12:11.442 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 5.22s ################################################################################ # 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 v4.2.0 [66dad0bd] + AliasTables v1.1.3 [ec485272] + ArnoldiMethod v0.4.0 [4fba245c] + ArrayInterface v7.18.0 [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 v1.3.6 [944b1d66] + CodecZlib v0.7.8 [3da002f7] + ColorTypes v0.12.0 [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 v0.18.20 [e2d170a0] + DataValueInterfaces v1.0.0 [e7dc6d0d] + DataValues v0.4.13 [8bb1440f] + DelimitedFiles v1.9.1 [85a47980] + Dictionaries v0.4.4 [0703355e] + DimensionalData v0.29.12 [31c24e10] + Distributions v0.25.117 [ffbed154] + DocStringExtensions v0.9.3 [460bff9d] + ExceptionUnwrapping v0.1.11 [411431e0] + Extents v0.1.5 [48062228] + FilePathsBase v0.9.23 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [069b7b12] + FunctionWrappers v1.1.3 [86223c79] + Graphs v1.12.0 [cd3eb016] + HTTP v1.10.15 [34004b35] + HypergeometricFunctions v0.3.27 [313cdc1a] + Indexing v1.1.1 [d25df0c9] + Inflate v0.1.5 [842dd82b] + InlineStrings v1.4.3 [85a1e053] + Interfaces v0.3.2 [8197267c] + IntervalSets v0.7.10 [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 v0.9.41 [b964fa9f] + LaTeXStrings v1.4.0 [50d2b5c4] + Lazy v0.15.1 [2ab3a3ac] + LogExpFunctions v0.3.29 [e6f89c97] + LoggingExtras v1.1.0 [6f1432cf] + LoweredCodeUtils v3.1.0 [e80e1ace] + MLJModelInterface v1.11.0 [1914dd2f] + MacroTools v0.5.15 [739be429] + MbedTLS v1.1.9 [e1d29d7a] + Missings v1.2.0 ⌃ [8cc5100c] + MultiData v0.1.2 [4d8831e6] + OpenSSL v1.4.3 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.32 [69de0a69] + Parsers v2.8.1 [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 v1.10.2 [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 v1.3.0 [295af30f] + Revise v3.7.2 [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 v2.5.0 [90137ffa] + StaticArrays v1.9.12 [1e83bf80] + StaticArraysCore v1.4.3 [64bff920] + StatisticalTraits v3.4.0 [82ae8749] + StatsAPI v1.7.0 [2913bbd2] + StatsBase v0.34.4 [4c63d2b9] + StatsFuns v1.3.2 [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 v1.12.0 [4239201d] + ThreadSafeDicts v0.1.6 ⌅ [f3112013] + TimeseriesFeatures v0.4.4 [3bb67fe8] + TranscodingStreams v0.11.3 [5c2747f8] + URIs v1.5.1 [2fbcfb34] + UniqueVectors v1.2.0 [ea10d353] + WeakRefStrings v1.4.2 [76eceee3] + WorkerUtilities v1.6.1 [a5390f91] + ZipFile v0.10.1 [458c3c95] + OpenSSL_jll v3.0.16+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 v0.8.1+4 [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 8.78s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 276.73s ################################################################################ # Testing # Testing SoleModels Status `/tmp/jl_HgAFG6/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 v0.18.20 [7806a523] DecisionTree v0.12.4 [1a297f60] FillArrays v1.13.0 [069b7b12] FunctionWrappers v1.1.3 [86223c79] Graphs v1.12.0 [cd3eb016] HTTP v1.10.15 [c8e1da08] IterTools v1.10.0 [50d2b5c4] Lazy v0.15.1 [add582a8] MLJ v0.20.7 [a7f614a8] MLJBase v1.7.0 [c6f25543] MLJDecisionTreeInterface v0.4.2 [54119dfa] MLJXGBoostInterface v0.3.12 ⌃ [8cc5100c] MultiData v0.1.2 [08abe8d2] PrettyTables v2.4.0 [92933f4c] ProgressMeter v1.10.2 [189a3867] Reexport v1.2.2 [295af30f] Revise v3.7.2 ⌅ [4475fa32] SoleBase v0.12.4 ⌃ [123f1ae1] SoleData v0.16.0 ⌅ [b002da8f] SoleLogics v0.11.0 [4249d9c7] SoleModels v0.10.0 [2913bbd2] StatsBase v0.34.4 [fd094767] Suppressor v0.2.8 [bd369af6] Tables v1.12.0 [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_HgAFG6/Manifest.toml` [da404889] ARFFFiles v1.5.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.41 [79e6a3ab] Adapt v4.2.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.4.0 [ec485272] ArnoldiMethod v0.4.0 [4fba245c] ArrayInterface v7.18.0 [a9b6321e] Atomix v1.1.0 [198e06fe] BangBang v0.4.3 [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 v1.3.6 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.0 [861a8166] Combinatorics v1.0.2 [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 v0.18.20 [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 v0.4.4 [0703355e] DimensionalData v0.29.12 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.117 [ffbed154] DocStringExtensions v0.9.3 [792122b4] EarlyStopping v0.3.0 [460bff9d] ExceptionUnwrapping v0.1.11 [411431e0] Extents v0.1.5 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [33837fe5] FeatureSelection v0.2.2 [48062228] FilePathsBase v0.9.23 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 [069b7b12] FunctionWrappers v1.1.3 [46192b85] 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StatisticalMeasures v0.1.7 [c062fc1d] StatisticalMeasuresBase v0.1.2 [64bff920] StatisticalTraits v3.4.0 [82ae8749] StatsAPI v1.7.0 [2913bbd2] StatsBase v0.34.4 [4c63d2b9] StatsFuns v1.3.2 [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 v1.12.0 [4239201d] ThreadSafeDicts v0.1.6 ⌅ [f3112013] TimeseriesFeatures v0.4.4 [3bb67fe8] TranscodingStreams v0.11.3 [28d57a85] Transducers v0.4.84 [5c2747f8] URIs v1.5.1 [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 v0.12.0+0 [76a88914] CUDA_Runtime_jll v0.16.0+0 [1d63c593] LLVMOpenMP_jll v18.1.7+0 [458c3c95] OpenSSL_jll v3.0.16+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [a5c6f535] XGBoost_jll v2.0.1+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 [4af54fe1] LazyArtifacts [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 v0.8.1+4 [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: 1.10.8 ################################################## 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_length < 2.7 ├✔ setosa : (ninstances = 40, ncovered = 40, confidence = 1.0, lift = 1.0) └✘ petal_length < 5.05 ├✔ petal_width < 1.65 │ ├✔ petal_length < 4.95 │ │ ├✔ versicolor : (ninstances = 37, ncovered = 37, confidence = 1.0, lift = 1.0) │ │ └✘ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) │ └✘ sepal_width < 2.9 │ ├✔ virginica : (ninstances = 4, ncovered = 4, confidence = 1.0, lift = 1.0) │ └✘ petal_width < 1.75 │ ├✔ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) │ └✘ sepal_width < 3.1 │ ├✔ virginica : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) │ └✘ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) └✘ virginica : (ninstances = 34, ncovered = 34, confidence = 1.0, lift = 1.0) ▣ (petal_length < 2.7) ↣ setosa : (ninstances = 120, ncovered = 40, coverage = 0.33, confidence = 1.0, lift = 3.0, natoms = 1) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (petal_width < 1.65) ∧ (petal_length < 4.95) ↣ versicolor : (ninstances = 120, ncovered = 37, coverage = 0.31, confidence = 1.0, lift = 3.08, natoms = 4) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (petal_width < 1.65) ∧ (¬(petal_length < 4.95)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (sepal_width < 2.9) ↣ virginica : (ninstances = 120, ncovered = 4, coverage = 0.03, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (petal_width < 1.75) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.08, natoms = 5) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (¬(petal_width < 1.75)) ∧ (sepal_width < 3.1) ↣ virginica : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 6) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (¬(petal_width < 1.75)) ∧ (¬(sepal_width < 3.1)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.08, natoms = 6) ▣ (¬(petal_length < 2.7)) ∧ (¬(petal_length < 5.05)) ↣ virginica : (ninstances = 120, ncovered = 34, coverage = 0.28, confidence = 1.0, lift = 2.93, natoms = 2) ▣ (petal_length < 2.7) ↣ setosa : (ninstances = 40, ncovered = 40, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 40, coverage = 0.33, confidence = 1.0, lift = 3.0, natoms = 1) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (petal_width < 1.65) ∧ (petal_length < 4.95) ↣ versicolor : (ninstances = 37, ncovered = 37, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 37, coverage = 0.31, confidence = 1.0, lift = 3.08, natoms = 4) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (petal_width < 1.65) ∧ (¬(petal_length < 4.95)) ↣ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (sepal_width < 2.9) ↣ virginica : (ninstances = 4, ncovered = 4, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 4, coverage = 0.03, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (petal_width < 1.75) ↣ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.08, natoms = 5) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (¬(petal_width < 1.75)) ∧ (sepal_width < 3.1) ↣ virginica : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 6) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (¬(petal_width < 1.75)) ∧ (¬(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 = 3.08, natoms = 6) ▣ (¬(petal_length < 2.7)) ∧ (¬(petal_length < 5.05)) ↣ virginica : (ninstances = 34, ncovered = 34, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 34, coverage = 0.28, confidence = 1.0, lift = 2.93, natoms = 2) ▣ (petal_length < 2.7) : (ninstances = 120, ncovered = 40, coverage = 0.33, confidence = 1.0, lift = 3.0, natoms = 1) └✔ setosa : (ninstances = 40, ncovered = 40, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (petal_width < 1.65) ∧ (petal_length < 4.95) : (ninstances = 120, ncovered = 37, coverage = 0.31, confidence = 1.0, lift = 3.08, natoms = 4) └✔ versicolor : (ninstances = 37, ncovered = 37, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (petal_width < 1.65) ∧ (¬(petal_length < 4.95)) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.93, natoms = 4) └✔ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (sepal_width < 2.9) : (ninstances = 120, ncovered = 4, coverage = 0.03, confidence = 1.0, lift = 2.93, natoms = 4) └✔ virginica : (ninstances = 4, ncovered = 4, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (petal_width < 1.75) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.08, natoms = 5) └✔ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (¬(petal_width < 1.75)) ∧ (sepal_width < 3.1) : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 6) └✔ virginica : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (¬(petal_width < 1.75)) ∧ (¬(sepal_width < 3.1)) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.08, natoms = 6) └✔ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.7)) ∧ (¬(petal_length < 5.05)) : (ninstances = 120, ncovered = 34, coverage = 0.28, confidence = 1.0, lift = 2.93, natoms = 2) └✔ virginica : (ninstances = 34, ncovered = 34, confidence = 1.0, lift = 1.0) ▣ (petal_length < 2.7) ↣ setosa : (ninstances = 120, ncovered = 40, coverage = 0.33, confidence = 1.0, lift = 3.0, natoms = 1) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (petal_width < 1.65) ∧ (petal_length < 4.95) ↣ versicolor : (ninstances = 120, ncovered = 37, coverage = 0.31, confidence = 1.0, lift = 3.08, natoms = 4) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (petal_width < 1.65) ∧ (¬(petal_length < 4.95)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (sepal_width < 2.9) ↣ virginica : (ninstances = 120, ncovered = 4, coverage = 0.03, confidence = 1.0, lift = 2.93, natoms = 4) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (petal_width < 1.75) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.08, natoms = 5) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (¬(petal_width < 1.75)) ∧ (sepal_width < 3.1) ↣ virginica : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 2.93, natoms = 6) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (¬(petal_width < 1.75)) ∧ (¬(sepal_width < 3.1)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.08, natoms = 6) ▣ (¬(petal_length < 2.7)) ∧ (¬(petal_length < 5.05)) ↣ virginica : (ninstances = 120, ncovered = 34, coverage = 0.28, confidence = 1.0, lift = 2.93, natoms = 2) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (petal_width < 1.65) ∧ (¬(petal_length < 4.95)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 2.926829268292683, natoms = 4, length = 4) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (petal_width < 1.75) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 3.0769230769230766, natoms = 5, length = 5) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (¬(petal_width < 1.75)) ∧ (¬(sepal_width < 3.1)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 3.0769230769230766, natoms = 6, length = 6) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (¬(sepal_width < 2.9)) ∧ (¬(petal_width < 1.75)) ∧ (sepal_width < 3.1) ↣ virginica : (ninstances = 120, ncovered = 2, coverage = 0.016666666666666666, confidence = 1.0, lift = 2.926829268292683, natoms = 6, length = 6) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (¬(petal_width < 1.65)) ∧ (sepal_width < 2.9) ↣ virginica : (ninstances = 120, ncovered = 4, coverage = 0.03333333333333333, confidence = 1.0, lift = 2.926829268292683, natoms = 4, length = 4) ▣ (¬(petal_length < 2.7)) ∧ (¬(petal_length < 5.05)) ↣ virginica : (ninstances = 120, ncovered = 34, coverage = 0.2833333333333333, confidence = 1.0, lift = 2.926829268292683, natoms = 2, length = 2) ▣ (¬(petal_length < 2.7)) ∧ (petal_length < 5.05) ∧ (petal_width < 1.65) ∧ (petal_length < 4.95) ↣ versicolor : (ninstances = 120, ncovered = 37, coverage = 0.30833333333333335, confidence = 1.0, lift = 3.0769230769230766, natoms = 4, length = 4) ▣ (petal_length < 2.7) ↣ setosa : (ninstances = 120, ncovered = 40, coverage = 0.3333333333333333, confidence = 1.0, lift = 3.0, 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:0.73738753944635393 [ Info: [2] train-mlogloss:0.52947257608175280 [ Info: [3] train-mlogloss:0.39095571537812551 [ Info: [4] train-mlogloss:0.29394615615407627 [ Info: [5] train-mlogloss:0.22493818638225396 [ Info: [6] train-mlogloss:0.17440101069708666 [ Info: [7] train-mlogloss:0.13873213299860557 [ Info: [8] train-mlogloss:0.11157684425512950 [ Info: [9] train-mlogloss:0.09113081265240908 [ Info: [10] train-mlogloss:0.07679025363177061 [ Info: [11] train-mlogloss:0.06572504735862215 [ Info: [12] train-mlogloss:0.05579295596107840 [ Info: [13] train-mlogloss:0.04876767576982578 [ Info: [14] train-mlogloss:0.04343612524680793 [ Info: [15] train-mlogloss:0.03918337151408195 [ Info: [16] train-mlogloss:0.03480562343417357 [ Info: [17] train-mlogloss:0.03198451884867003 [ Info: [18] train-mlogloss:0.02937608961171160 [ Info: [19] train-mlogloss:0.02761268847001096 [ Info: [20] train-mlogloss:0.02647003786017497 [ Info: [21] train-mlogloss:0.02543617680203170 [ Info: [22] train-mlogloss:0.02459887821460143 [ Info: [23] train-mlogloss:0.02383329694857821 [ Info: [24] train-mlogloss:0.02334865781400974 [ Info: [25] train-mlogloss:0.02283328860454882 [ Info: [26] train-mlogloss:0.02243150949943811 [ Info: [27] train-mlogloss:0.02214018737431616 [ Info: [28] train-mlogloss:0.02180327125824988 [ Info: [29] train-mlogloss:0.02152643122632677 [ Info: [30] train-mlogloss:0.02117350590027248 [ Info: [31] train-mlogloss:0.02085838536731899 [ Info: [32] train-mlogloss:0.02057930333927895 [ Info: [33] train-mlogloss:0.02034027140277127 [ Info: [34] train-mlogloss:0.02003907795685033 [ Info: [35] train-mlogloss:0.01982375476509333 [ Info: [36] train-mlogloss:0.01957104284471522 [ Info: [37] train-mlogloss:0.01932386055511112 [ Info: [38] train-mlogloss:0.01913200796698220 [ Info: [39] train-mlogloss:0.01890020828383664 [ Info: [40] train-mlogloss:0.01872221835074015 [ Info: [41] train-mlogloss:0.01853807652563167 [ Info: [42] train-mlogloss:0.01836708234040998 [ Info: [43] train-mlogloss:0.01819854710289898 [ Info: [44] train-mlogloss:0.01804109669756144 [ Info: [45] train-mlogloss:0.01788869623754484 [ Info: [46] train-mlogloss:0.01770027844080081 [ Info: [47] train-mlogloss:0.01750368987559341 [ Info: [48] train-mlogloss:0.01737167731431934 [ Info: [49] train-mlogloss:0.01723569990911832 [ Info: [50] train-mlogloss:0.01711278355020719 [ Info: [51] train-mlogloss:0.01698724637002063 [ Info: [52] train-mlogloss:0.01686619772032524 [ Info: [53] train-mlogloss:0.01674872520961799 [ Info: [54] train-mlogloss:0.01663449255089896 [ Info: [55] train-mlogloss:0.01652687831859415 [ Info: [56] train-mlogloss:0.01641424704575911 [ Info: [57] train-mlogloss:0.01630380382606139 [ Info: [58] train-mlogloss:0.01619962113521372 [ Info: [59] train-mlogloss:0.01610242618092646 [ Info: [60] train-mlogloss:0.01600488264036054 [ Info: [61] train-mlogloss:0.01590745870101576 [ Info: [62] train-mlogloss:0.01581651319089966 [ Info: [63] train-mlogloss:0.01572816155967303 [ Info: [64] train-mlogloss:0.01564184560362870 [ Info: [65] train-mlogloss:0.01556083067553118 [ Info: [66] train-mlogloss:0.01548437773405264 [ Info: [67] train-mlogloss:0.01540740216538931 [ Info: [68] train-mlogloss:0.01532858501498898 [ Info: [69] train-mlogloss:0.01525669000887622 [ Info: [70] train-mlogloss:0.01518470845088207 [ Info: [71] train-mlogloss:0.01511836367814491 [ Info: [72] train-mlogloss:0.01505701813439373 [ Info: [73] train-mlogloss:0.01499736148301357 [ Info: [74] train-mlogloss:0.01493788199247016 [ Info: [75] train-mlogloss:0.01488291630424404 [ Info: [76] train-mlogloss:0.01482847015819668 [ Info: [77] train-mlogloss:0.01477856569108553 [ Info: [78] train-mlogloss:0.01472891939532322 [ Info: [79] train-mlogloss:0.01468436234863475 [ Info: [80] train-mlogloss:0.01463870552737111 [ Info: [81] train-mlogloss:0.01459874668798875 [ Info: [82] train-mlogloss:0.01455664218810853 [ Info: [83] train-mlogloss:0.01452053928514943 [ Info: [84] train-mlogloss:0.01448164879111573 [ Info: [85] train-mlogloss:0.01444544137048069 [ Info: [86] train-mlogloss:0.01441178223661457 [ Info: [87] train-mlogloss:0.01437885656293171 [ Info: [88] train-mlogloss:0.01434699309271916 [ Info: [89] train-mlogloss:0.01431722237806146 [ Info: [90] train-mlogloss:0.01428574196664461 [ Info: [91] train-mlogloss:0.01425567506424462 [ Info: [92] train-mlogloss:0.01422662445014187 [ Info: [93] train-mlogloss:0.01419786471039212 [ Info: [94] train-mlogloss:0.01416998586306969 [ Info: [95] train-mlogloss:0.01414364214773135 [ Info: [96] train-mlogloss:0.01411890512681566 [ Info: [97] train-mlogloss:0.01409666651840477 [ Info: [98] train-mlogloss:0.01407444337188887 [ Info: [99] train-mlogloss:0.01405447427144585 [ Info: [100] train-mlogloss:0.01403559794319638 [ Info: Training rounds complete. Test Accuracy: 0.8666666666666667 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 8m04.2s Models | 98 98 26.3s Miscellaneous | 199 30 229 35.4s Parse | 13 13 18.1s Rules | None 4m46.1s Linear forms | 7 7 0.5s Pluto Demo | None 57.2s DecisionTreeExt | 7 1 8 31.2s XGBoostExt | 1 1 29.0s 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 514.2s 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 860.32s: package tests unexpectedly errored