DEVELOPMENT... OpenML
Run
192422

Run 192422

Task 4544 (Supervised Classification) JapaneseVowels Uploaded 26-02-2015 by Felicia West
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Flow

weka.LibLINEAR(1)Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsieh, Xiang-Rui Wang, Chih-Jen Lin (2008). LIBLINEAR - A Library for Large Linear Classification. URL http://www.csie.ntu.edu.tw/~cjlin/liblinear/.
weka.LibLINEAR(1)_S1
weka.LibLINEAR(1)_C1.0
weka.LibLINEAR(1)_E0.001
weka.LibLINEAR(1)_B1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9164
Per class
F measure
0.96
Per class
Kappa
0.851
KB relative information score
81821.0713
Mean absolute error
0.0396
Mean prior absolute error
0.2716
Number of instances
99610
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9598
Per class
Predictive accuracy
0.9604
Prior entropy
0.6393
Recall
0.9604
Per class
Relative absolute error
0.1457
Root mean prior squared error
0.3685
Root mean squared error
0.199
Root relative squared error
0.5399
SciMark benchmark
908.2231
UserCPU time millis
1420
UserCPU time millis testing
10
UserCPU time millis training
1410

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