DEVELOPMENT... OpenML
Run
192401

Run 192401

Task 4574 (Supervised Classification) lymph 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
0.8362
Per class
F measure
0.8389
Per class
Kappa
0.6745
KB relative information score
997.7087
Mean absolute error
0.1608
Mean prior absolute error
0.4956
Number of instances
1480
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8391
Per class
Predictive accuracy
0.8392
Prior entropy
0.9937
Recall
0.8392
Per class
Relative absolute error
0.3245
Root mean prior squared error
0.4978
Root mean squared error
0.401
Root relative squared error
0.8056
SciMark benchmark
923.988
UserCPU time millis
10
UserCPU time millis training
10