835 lines
20 KiB
JSON
835 lines
20 KiB
JSON
[
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:46:29",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "balance-scale",
|
|
"accuracy": "0.97056",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 10000.0, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.0135214",
|
|
"time_spent_std": "0.00111213",
|
|
"accuracy_std": "0.0150468",
|
|
"nodes": "7.0",
|
|
"leaves": "4.0",
|
|
"depth": "3.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:46:29",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "balloons",
|
|
"accuracy": "0.86",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.000804768",
|
|
"time_spent_std": "7.74797e-05",
|
|
"accuracy_std": "0.285015",
|
|
"nodes": "3.0",
|
|
"leaves": "2.0",
|
|
"depth": "2.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:46:29",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "breast-cancer-wisc-diag",
|
|
"accuracy": "0.972764",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.2, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00380772",
|
|
"time_spent_std": "0.000638676",
|
|
"accuracy_std": "0.0173132",
|
|
"nodes": "3.24",
|
|
"leaves": "2.12",
|
|
"depth": "2.12"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:46:30",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "breast-cancer-wisc-prog",
|
|
"accuracy": "0.811128",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.2, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00767535",
|
|
"time_spent_std": "0.00148114",
|
|
"accuracy_std": "0.0584601",
|
|
"nodes": "5.84",
|
|
"leaves": "3.42",
|
|
"depth": "3.24"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:46:31",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "breast-cancer-wisc",
|
|
"accuracy": "0.966661",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.00652217",
|
|
"time_spent_std": "0.000726579",
|
|
"accuracy_std": "0.0139421",
|
|
"nodes": "8.88",
|
|
"leaves": "4.94",
|
|
"depth": "4.08"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:46:32",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "breast-cancer",
|
|
"accuracy": "0.734211",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.023475",
|
|
"time_spent_std": "0.00584447",
|
|
"accuracy_std": "0.0479774",
|
|
"nodes": "21.72",
|
|
"leaves": "11.36",
|
|
"depth": "5.86"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:49:08",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "cardiotocography-10clases",
|
|
"accuracy": "0.791487",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "3.10582",
|
|
"time_spent_std": "0.339218",
|
|
"accuracy_std": "0.0192082",
|
|
"nodes": "160.76",
|
|
"leaves": "80.88",
|
|
"depth": "22.86"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:01",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "cardiotocography-3clases",
|
|
"accuracy": "0.900613",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "1.05228",
|
|
"time_spent_std": "0.138768",
|
|
"accuracy_std": "0.0154004",
|
|
"nodes": "47.68",
|
|
"leaves": "24.34",
|
|
"depth": "8.84"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:01",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "conn-bench-sonar-mines-rocks",
|
|
"accuracy": "0.755528",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.011577",
|
|
"time_spent_std": "0.00341148",
|
|
"accuracy_std": "0.0678424",
|
|
"nodes": "6.08",
|
|
"leaves": "3.54",
|
|
"depth": "2.86"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:17",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "cylinder-bands",
|
|
"accuracy": "0.715049",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.301143",
|
|
"time_spent_std": "0.109773",
|
|
"accuracy_std": "0.0367646",
|
|
"nodes": "26.2",
|
|
"leaves": "13.6",
|
|
"depth": "6.82"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:19",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "dermatology",
|
|
"accuracy": "0.971833",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 55, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.0377538",
|
|
"time_spent_std": "0.010726",
|
|
"accuracy_std": "0.0206883",
|
|
"nodes": "11.0",
|
|
"leaves": "6.0",
|
|
"depth": "6.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:19",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "echocardiogram",
|
|
"accuracy": "0.814758",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_features\": \"auto\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00333449",
|
|
"time_spent_std": "0.000964686",
|
|
"accuracy_std": "0.0998078",
|
|
"nodes": "7.0",
|
|
"leaves": "4.0",
|
|
"depth": "3.54"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:20",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "fertility",
|
|
"accuracy": "0.88",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.05, \"max_features\": \"auto\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00090271",
|
|
"time_spent_std": "8.96446e-05",
|
|
"accuracy_std": "0.0547723",
|
|
"nodes": "1.0",
|
|
"leaves": "1.0",
|
|
"depth": "1.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:21",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "haberman-survival",
|
|
"accuracy": "0.735637",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.0171611",
|
|
"time_spent_std": "0.00334945",
|
|
"accuracy_std": "0.0434614",
|
|
"nodes": "23.4",
|
|
"leaves": "12.2",
|
|
"depth": "5.98"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:21",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "heart-hungarian",
|
|
"accuracy": "0.827522",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.05, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00493946",
|
|
"time_spent_std": "0.000738198",
|
|
"accuracy_std": "0.0505283",
|
|
"nodes": "10.16",
|
|
"leaves": "5.58",
|
|
"depth": "4.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:21",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "hepatitis",
|
|
"accuracy": "0.824516",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.0021534",
|
|
"time_spent_std": "0.000133715",
|
|
"accuracy_std": "0.0738872",
|
|
"nodes": "3.0",
|
|
"leaves": "2.0",
|
|
"depth": "2.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:23",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "ilpd-indian-liver",
|
|
"accuracy": "0.723498",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.0345243",
|
|
"time_spent_std": "0.015789",
|
|
"accuracy_std": "0.0384886",
|
|
"nodes": "16.04",
|
|
"leaves": "8.52",
|
|
"depth": "5.28"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:24",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "ionosphere",
|
|
"accuracy": "0.953276",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00881722",
|
|
"time_spent_std": "0.000843108",
|
|
"accuracy_std": "0.0238537",
|
|
"nodes": "3.16",
|
|
"leaves": "2.08",
|
|
"depth": "2.08"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:24",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "iris",
|
|
"accuracy": "0.965333",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.00357342",
|
|
"time_spent_std": "0.000400509",
|
|
"accuracy_std": "0.0319444",
|
|
"nodes": "5.0",
|
|
"leaves": "3.0",
|
|
"depth": "3.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:50:36",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "led-display",
|
|
"accuracy": "0.703",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.222106",
|
|
"time_spent_std": "0.0116922",
|
|
"accuracy_std": "0.0291204",
|
|
"nodes": "47.16",
|
|
"leaves": "24.08",
|
|
"depth": "17.76"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:51:18",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "libras",
|
|
"accuracy": "0.788611",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.08, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.841714",
|
|
"time_spent_std": "0.0830966",
|
|
"accuracy_std": "0.0516913",
|
|
"nodes": "82.28",
|
|
"leaves": "41.64",
|
|
"depth": "28.84"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:51:41",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "low-res-spect",
|
|
"accuracy": "0.883782",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.05, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.446301",
|
|
"time_spent_std": "0.0411822",
|
|
"accuracy_std": "0.0324593",
|
|
"nodes": "27.4",
|
|
"leaves": "14.2",
|
|
"depth": "10.74"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:51:41",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "lymphography",
|
|
"accuracy": "0.835034",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.05, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00539465",
|
|
"time_spent_std": "0.000754365",
|
|
"accuracy_std": "0.0590649",
|
|
"nodes": "9.04",
|
|
"leaves": "5.02",
|
|
"depth": "4.48"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:51:43",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "mammographic",
|
|
"accuracy": "0.81915",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.0227931",
|
|
"time_spent_std": "0.00328533",
|
|
"accuracy_std": "0.0222517",
|
|
"nodes": "7.4",
|
|
"leaves": "4.2",
|
|
"depth": "4.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:51:43",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "molec-biol-promoter",
|
|
"accuracy": "0.767056",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.05, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00130273",
|
|
"time_spent_std": "0.000105772",
|
|
"accuracy_std": "0.0910923",
|
|
"nodes": "3.0",
|
|
"leaves": "2.0",
|
|
"depth": "2.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:51:44",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "musk-1",
|
|
"accuracy": "0.916388",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.05, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.0116367",
|
|
"time_spent_std": "0.000331845",
|
|
"accuracy_std": "0.0275208",
|
|
"nodes": "3.0",
|
|
"leaves": "2.0",
|
|
"depth": "2.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:51:55",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "oocytes_merluccius_nucleus_4d",
|
|
"accuracy": "0.835125",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 8.25, \"gamma\": 0.1, \"kernel\": \"poly\"}",
|
|
"time_spent": "0.208895",
|
|
"time_spent_std": "0.0270573",
|
|
"accuracy_std": "0.0220961",
|
|
"nodes": "10.52",
|
|
"leaves": "5.76",
|
|
"depth": "4.42"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:04",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "oocytes_merluccius_states_2f",
|
|
"accuracy": "0.915365",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.182198",
|
|
"time_spent_std": "0.0294267",
|
|
"accuracy_std": "0.020396",
|
|
"nodes": "18.04",
|
|
"leaves": "9.52",
|
|
"depth": "5.3"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:41",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "oocytes_trisopterus_nucleus_2f",
|
|
"accuracy": "0.800986",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.717113",
|
|
"time_spent_std": "0.209608",
|
|
"accuracy_std": "0.0218449",
|
|
"nodes": "29.88",
|
|
"leaves": "15.44",
|
|
"depth": "7.38"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:44",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "oocytes_trisopterus_states_5b",
|
|
"accuracy": "0.922249",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.11, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.0545047",
|
|
"time_spent_std": "0.00853014",
|
|
"accuracy_std": "0.0179203",
|
|
"nodes": "7.44",
|
|
"leaves": "4.22",
|
|
"depth": "3.6"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:44",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "parkinsons",
|
|
"accuracy": "0.882051",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.00795048",
|
|
"time_spent_std": "0.00176761",
|
|
"accuracy_std": "0.0478327",
|
|
"nodes": "8.48",
|
|
"leaves": "4.74",
|
|
"depth": "3.76"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:48",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "pima",
|
|
"accuracy": "0.766651",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.0750048",
|
|
"time_spent_std": "0.0213995",
|
|
"accuracy_std": "0.0297203",
|
|
"nodes": "17.4",
|
|
"leaves": "9.2",
|
|
"depth": "5.66"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:48",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "pittsburg-bridges-MATERIAL",
|
|
"accuracy": "0.867749",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00293318",
|
|
"time_spent_std": "0.000331469",
|
|
"accuracy_std": "0.0712226",
|
|
"nodes": "5.16",
|
|
"leaves": "3.08",
|
|
"depth": "3.02"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:49",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "pittsburg-bridges-REL-L",
|
|
"accuracy": "0.632238",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.0136311",
|
|
"time_spent_std": "0.00322964",
|
|
"accuracy_std": "0.101211",
|
|
"nodes": "16.32",
|
|
"leaves": "8.66",
|
|
"depth": "5.96"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:50",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "pittsburg-bridges-SPAN",
|
|
"accuracy": "0.659766",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.05, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00524256",
|
|
"time_spent_std": "0.00158822",
|
|
"accuracy_std": "0.1165",
|
|
"nodes": "9.84",
|
|
"leaves": "5.42",
|
|
"depth": "4.58"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:50",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "pittsburg-bridges-T-OR-D",
|
|
"accuracy": "0.861619",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.00295627",
|
|
"time_spent_std": "0.000578594",
|
|
"accuracy_std": "0.0693747",
|
|
"nodes": "4.56",
|
|
"leaves": "2.78",
|
|
"depth": "2.68"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:50",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "planning",
|
|
"accuracy": "0.73527",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 7, \"gamma\": 10.0, \"kernel\": \"rbf\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.0030475",
|
|
"time_spent_std": "0.000172266",
|
|
"accuracy_std": "0.0669776",
|
|
"nodes": "3.0",
|
|
"leaves": "2.0",
|
|
"depth": "2.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:51",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "post-operative",
|
|
"accuracy": "0.711111",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 55, \"degree\": 5, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.0018727",
|
|
"time_spent_std": "0.000481977",
|
|
"accuracy_std": "0.0753592",
|
|
"nodes": "2.64",
|
|
"leaves": "1.82",
|
|
"depth": "1.82"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:52",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "seeds",
|
|
"accuracy": "0.952857",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 10000.0, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.0203492",
|
|
"time_spent_std": "0.00518065",
|
|
"accuracy_std": "0.0279658",
|
|
"nodes": "9.88",
|
|
"leaves": "5.44",
|
|
"depth": "4.44"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:52:52",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "statlog-australian-credit",
|
|
"accuracy": "0.678261",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.05, \"max_features\": \"auto\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00205337",
|
|
"time_spent_std": "0.00083162",
|
|
"accuracy_std": "0.0390498",
|
|
"nodes": "1.32",
|
|
"leaves": "1.16",
|
|
"depth": "1.16"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:53:07",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "statlog-german-credit",
|
|
"accuracy": "0.7625",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.290754",
|
|
"time_spent_std": "0.0653152",
|
|
"accuracy_std": "0.0271892",
|
|
"nodes": "21.24",
|
|
"leaves": "11.12",
|
|
"depth": "6.18"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:53:09",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "statlog-heart",
|
|
"accuracy": "0.822963",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.0138923",
|
|
"time_spent_std": "0.00323664",
|
|
"accuracy_std": "0.044004",
|
|
"nodes": "14.56",
|
|
"leaves": "7.78",
|
|
"depth": "5.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:56:43",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "statlog-image",
|
|
"accuracy": "0.955931",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 7, \"max_iter\": 10000.0}",
|
|
"time_spent": "4.27584",
|
|
"time_spent_std": "0.200362",
|
|
"accuracy_std": "0.00956073",
|
|
"nodes": "36.92",
|
|
"leaves": "18.96",
|
|
"depth": "10.8"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:56:57",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "statlog-vehicle",
|
|
"accuracy": "0.793028",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.278833",
|
|
"time_spent_std": "0.0392173",
|
|
"accuracy_std": "0.030104",
|
|
"nodes": "23.88",
|
|
"leaves": "12.44",
|
|
"depth": "7.06"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:57:07",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "synthetic-control",
|
|
"accuracy": "0.95",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.55, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.205184",
|
|
"time_spent_std": "0.040793",
|
|
"accuracy_std": "0.0253859",
|
|
"nodes": "12.48",
|
|
"leaves": "6.74",
|
|
"depth": "6.5"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:57:08",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "tic-tac-toe",
|
|
"accuracy": "0.984444",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.2, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0}",
|
|
"time_spent": "0.0123015",
|
|
"time_spent_std": "0.000423728",
|
|
"accuracy_std": "0.00838747",
|
|
"nodes": "3.0",
|
|
"leaves": "2.0",
|
|
"depth": "2.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:57:09",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "vertebral-column-2clases",
|
|
"accuracy": "0.852903",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{}",
|
|
"time_spent": "0.00576833",
|
|
"time_spent_std": "0.000910332",
|
|
"accuracy_std": "0.0408851",
|
|
"nodes": "6.04",
|
|
"leaves": "3.52",
|
|
"depth": "3.34"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:57:09",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "wine",
|
|
"accuracy": "0.979159",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.55, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.0019741",
|
|
"time_spent_std": "0.000137745",
|
|
"accuracy_std": "0.022427",
|
|
"nodes": "5.0",
|
|
"leaves": "3.0",
|
|
"depth": "3.0"
|
|
},
|
|
{
|
|
"date": "2021-04-11",
|
|
"time": "18:57:10",
|
|
"type": "crossval",
|
|
"classifier": "stree",
|
|
"dataset": "zoo",
|
|
"accuracy": "0.957524",
|
|
"norm": 1,
|
|
"stand": 0,
|
|
"parameters": "{\"C\": 0.1, \"max_iter\": 10000.0}",
|
|
"time_spent": "0.00556221",
|
|
"time_spent_std": "0.000230106",
|
|
"accuracy_std": "0.0454615",
|
|
"nodes": "13.04",
|
|
"leaves": "7.02",
|
|
"depth": "7.02"
|
|
}
|
|
] |