j143
commented
1 year ago @j143 ➜ .../systemds/systemds/3.1.0/systemds-3.1.0-bin (c6195020b) $ wget -P data/ http://archive.ics.uci.edu/ml/machine-learning-databases/haberman/haberman.data
--2023-03-02 21:04:23-- http://archive.ics.uci.edu/ml/machine-learning-databases/haberman/haberman.data
Resolving archive.ics.uci.edu (archive.ics.uci.edu)... 128.195.10.252
Connecting to archive.ics.uci.edu (archive.ics.uci.edu)|128.195.10.252|:80... connected.
HTTP request sent, awaiting response... 200 OK
Length: 3103 (3.0K) [application/x-httpd-php]
Saving to: ‘data/haberman.data’
haberman.data 100%[=====================================================================================>] 3.03K --.-KB/s in 0s
2023-03-02 21:04:24 (233 MB/s) - ‘data/haberman.data’ saved [3103/3103]
@j143 ➜ .../systemds/systemds/3.1.0/systemds-3.1.0-bin (c6195020b) $ echo '{"rows": 306, "cols": 4, "format": "csv"}' > data/haberman.data.mtd
@j143 ➜ .../systemds/systemds/3.1.0/systemds-3.1.0-bin (c6195020b) $ echo '1,1,1,2' > data/types.csv
@j143 ➜ .../systemds/systemds/3.1.0/systemds-3.1.0-bin (c6195020b) $ echo '{"rows": 1, "cols": 4, "format": "csv"}' > data/types.csv.mtd
@j143 ➜ .../systemds/systemds/3.1.0/systemds-3.1.0-bin (c6195020b) $ java -Xmx1g -Xms1g -Xmn400m -cp ./systemds-3.1.0.jar:./lib/*:./target/lib/* org.apache.sysds.api.DMLScript -exec singlenode -f scripts/algorithms/Univar-Stats.dml -nvargs X=data/haberman.data TYPES=data/types.csv STATS=data/univarOut.mtx CONSOLE_OUTPUT=TRUE
SLF4J: Failed to load class "org.slf4j.impl.StaticLoggerBinder".
SLF4J: Defaulting to no-operation (NOP) logger implementation
SLF4J: See http://www.slf4j.org/codes.html#StaticLoggerBinder for further details.
log4j:WARN No appenders could be found for logger (org.apache.sysds.api.DMLScript).
log4j:WARN Please initialize the log4j system properly.
log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.
-------------------------------------------------
Feature [1]: Scale
(01) Minimum | 30.0
(02) Maximum | 83.0
(03) Range | 53.0
(04) Mean | 52.45751633986928
(05) Variance | 116.71458266366658
(06) Std deviation | 10.803452349303281
(07) Std err of mean | 0.6175922641866753
(08) Coeff of variation | 0.20594669940735139
(09) Skewness | 0.1450718616532357
(10) Kurtosis | -0.6150152487211726
(11) Std err of skewness | 0.13934809593495995
(12) Std err of kurtosis | 0.277810485320835
(13) Median | 52.0
(14) Interquartile mean | 52.16013071895425
-------------------------------------------------
Feature [2]: Scale
(01) Minimum | 58.0
(02) Maximum | 69.0
(03) Range | 11.0
(04) Mean | 62.85294117647059
(05) Variance | 10.558630665380907
(06) Std deviation | 3.2494046632238507
(07) Std err of mean | 0.18575610076612029
(08) Coeff of variation | 0.051698529971741194
(09) Skewness | 0.07798443581479181
(10) Kurtosis | -1.1324380182967442
(11) Std err of skewness | 0.13934809593495995
(12) Std err of kurtosis | 0.277810485320835
(13) Median | 63.0
(14) Interquartile mean | 62.80392156862745
-------------------------------------------------
Feature [3]: Scale
(01) Minimum | 0.0
(02) Maximum | 52.0
(03) Range | 52.0
(04) Mean | 4.026143790849673
(05) Variance | 51.691117539912135
(06) Std deviation | 7.189653506248555
(07) Std err of mean | 0.41100513466216837
(08) Coeff of variation | 1.7857418611299172
(09) Skewness | 2.954633471088322
(10) Kurtosis | 11.425776549251449
(11) Std err of skewness | 0.13934809593495995
(12) Std err of kurtosis | 0.277810485320835
(13) Median | 1.0
(14) Interquartile mean | 1.2483660130718954
-------------------------------------------------
Feature [4]: Categorical (Nominal)
(15) Num of categories | 2
(16) Mode | 1
(17) Num of modes | 1
SystemDS Statistics:
Total execution time: 0.982 sec.
Windows 10 Machine
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