July 2020
Beginner to intermediate
444 pages
10h 50m
Korean
Content preview from 핸즈온 비지도 학습
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417
13
장
시계열 클러스터링
min_samples=min_samples, alpha=alpha,
cluster_selection_method=cluster_selection_method,
prediction_data=prediction_data)
preds = hdb.fit_predict(X_train.reshape(4000,140))
ars = adjusted_rand_score(data_train[:,0], preds)
print("Adjusted Rand Index on Training Set:", ars)
훈련셋의 수정된
Rand
지수는
0
.
769
로 인상적입니다.
Adjusted Rand Index on Training Set using HDBSCAN: 0.7689563655060421
이제 테스트셋을 평가하겠습니다.
# 테스트셋으로 예측 및 평가하기
preds_test = hdbscan.prediction.approximate_predict(
hdb, X_test.reshape(1000,140))
ars = adjusted_rand_score(data_test[:,0], preds_test[0])
print("Adjusted Rand Index on Test Set:", ars)
테스트셋의 수정된
Rand
지수는
0
.
720
으로 역시 인상적입니다.
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.