DEVELOPMENT... OpenML
Run
191228

Run 191228

Task 32 (Supervised Classification) pendigits 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
0.9114
Per class
F measure
0.8405
Per class
Kappa
0.8225
KB relative information score
9154.047
Mean absolute error
0.032
Mean prior absolute error
0.18
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8488
Per class
Predictive accuracy
0.8402
Prior entropy
3.3208
Recall
0.8402
Per class
Relative absolute error
0.1775
Root mean prior squared error
0.3
Root mean squared error
0.1787
Root relative squared error
0.5959
SciMark benchmark
938.9967
UserCPU time millis
6880
UserCPU time millis testing
20
UserCPU time millis training
6860