DEVELOPMENT... OpenML
Run
191487

Run 191487

Task 1912 (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
0.9185
Per class
F measure
0.8533
Per class
Kappa
0.8369
KB relative information score
93013.2998
Mean absolute error
0.0294
Mean prior absolute error
0.18
Number of instances
109920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8542
Per class
Predictive accuracy
0.8532
Prior entropy
3.3208
Recall
0.8532
Per class
Relative absolute error
0.1631
Root mean prior squared error
0.3
Root mean squared error
0.1713
Root relative squared error
0.5712
SciMark benchmark
942.9708
UserCPU time millis
7150
UserCPU time millis testing
20
UserCPU time millis training
7130