ecandeloro's picture
Add classification ML classifier artifacts
952825a verified
Raw
History Blame Contribute Delete
1.23 kB
{
"cv": {
"accuracy": {
"mean": 0.9526914288750732,
"std": 0.004154907261633023,
"values": [
0.9516550522648084,
0.9542682926829268,
0.9599303135888502,
0.9485838779956427,
0.9490196078431372
]
},
"precision_macro": {
"mean": 0.9109389009848382,
"std": 0.017477380618241996,
"values": [
0.9156262943946727,
0.9246422052773619,
0.9331184630628647,
0.8895057298137067,
0.8918018123755854
]
},
"recall_macro": {
"mean": 0.7791068072088343,
"std": 0.020798576969313066,
"values": [
0.7849170458521685,
0.7857265666195249,
0.8115736515097908,
0.7532404388105908,
0.7600763332520964
]
},
"f1_macro": {
"mean": 0.8184196225030425,
"std": 0.02296958059644128,
"values": [
0.8252301227064645,
0.8284335563099301,
0.8526032556637686,
0.7896054419235842,
0.7962257359114652
]
}
},
"train": {
"accuracy": 0.9559156647499565,
"precision_macro": 0.9237427634693066,
"recall_macro": 0.7920849011357577,
"f1_macro": 0.833332211677055
}
}