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Merge pull request #44 from dwoiwode/w02_plotting_scripts
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W02 plotting scripts
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mlindauer authored May 25, 2021
2 parents 8aca3d0 + dc0c648 commit 81ccf49
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2 changes: 2 additions & 0 deletions w02_evaluation/scripts/.gitignore
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!data*/*/*/*/traj.json
411 changes: 411 additions & 0 deletions w02_evaluation/scripts/automlPerformanceOverTime.py

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{"cpu_time": 0.0, "wallclock_time": 0.019009113311767578, "evaluations": 0, "cost": 2147483648, "incumbent": {"C": 500.0005, "kernel": "poly", "shrinking": "false", "coef0": 5.0, "degree": 3, "gamma": "value", "gamma_value": 4.00005}, "budget": 0, "origin": "Sobol"}
{"cpu_time": 0.41478705406188965, "wallclock_time": 0.4407484531402588, "evaluations": 1, "cost": 0.07333333333333325, "incumbent": {"C": 500.0005, "kernel": "poly", "shrinking": "false", "coef0": 5.0, "degree": 3, "gamma": "value", "gamma_value": 4.00005}, "budget": 0, "origin": "Sobol"}
{"cpu_time": 0.426755428314209, "wallclock_time": 0.4562807083129883, "evaluations": 2, "cost": 0.046666666666666634, "incumbent": {"C": 750.00025, "kernel": "rbf", "shrinking": "false", "gamma": "auto"}, "budget": 0, "origin": "Sobol"}
{"cpu_time": 0.47304272651672363, "wallclock_time": 0.5117080211639404, "evaluations": 6, "cost": 0.03333333333333344, "incumbent": {"C": 625.000375, "kernel": "linear", "shrinking": "true"}, "budget": 0, "origin": "Sobol"}
{"cpu_time": 5.168172836303711, "wallclock_time": 23.794411420822144, "evaluations": 84, "cost": 0.026666666666666616, "incumbent": {"C": 7.2584306683523305, "kernel": "linear", "shrinking": "false"}, "budget": 0, "origin": "Random Search (sorted)"}
{"cpu_time": 5.188155651092529, "wallclock_time": 27.181874752044678, "evaluations": 86, "cost": 0.019999999999999907, "incumbent": {"C": 5.367927692000151, "kernel": "poly", "shrinking": "true", "coef0": 4.265198934550955, "degree": 1, "gamma": "value", "gamma_value": 0.4840774544582239}, "budget": 0, "origin": "Random Search (sorted)"}
{"cpu_time": 5.58122992515564, "wallclock_time": 33.894572496414185, "evaluations": 91, "cost": 0.013333333333333308, "incumbent": {"C": 5.367927692000151, "kernel": "poly", "shrinking": "false", "coef0": 2.423974664653881, "degree": 1, "gamma": "auto"}, "budget": 0, "origin": "Local Search"}
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