Summary of 1_Baseline

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Baseline Classifier (Baseline)

num_class: 6
explain_level: 2

Validation

validation_type: split
train_ratio: 0.75
shuffle: True
stratify: True

Optimized metric

logloss

Training time

0.1 seconds

Metric details

	C1	C2	C3	C4	C5	nan	accuracy	macro avg	weighted avg	logloss
precision	0	0.542254	0	0	0	0	0.542254	0.0903756	0.294039	1.19558
recall	0	1	0	0	0	0	0.542254	0.166667	0.542254	1.19558
f1-score	0	0.703196	0	0	0	0	0.542254	0.117199	0.381311	1.19558
support	43	77	7	5	5	5	0.542254	142	142	1.19558

Confusion matrix

	Predicted as C1	Predicted as C2	Predicted as C3	Predicted as C4	Predicted as C5	Predicted as nan
Labeled as C1	0	43	0	0	0	0
Labeled as C2	0	77	0	0	0	0
Labeled as C3	0	7	0	0	0	0
Labeled as C4	0	5	0	0	0	0
Labeled as C5	0	5	0	0	0	0
Labeled as nan	0	5	0	0	0	0

Learning curves

Learning curves

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