DEVELOPMENT... OpenML
Run
191555

Run 191555

Task 3520 (Supervised Classification) tr31.wc 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
0.9878
Per class
F measure
0.9795
Per class
Kappa
0.9741
KB relative information score
892.1297
Mean absolute error
0.0055
Mean prior absolute error
0.2145
Number of instances
927
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9784
Per class
Predictive accuracy
0.9806
Prior entropy
2.2393
Recall
0.9806
Per class
Relative absolute error
0.0259
Root mean prior squared error
0.3273
Root mean squared error
0.0745
Root relative squared error
0.2276
SciMark benchmark
942.9708
UserCPU time millis
330
UserCPU time millis testing
20
UserCPU time millis training
310