Run
432282

Run 432282

Task 74 (Learning Curve) breast-w Uploaded 11-05-2015 by Joaquin Vanschoren
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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)_E0.01
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
0.964 ± 0.0229
Per class
F measure
0.9674 ± 0.0202
Per class
Kappa
0.9278 ± 0.0446
KB relative information score
0.9247 ± 0.0467
Mean absolute error
0.0326 ± 0.0202
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
6990
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9674 ± 0.0197
Per class
Predictive accuracy
0.9674 ± 0.0202
Prior entropy
0.9293 ± 0.0041
Recall
0.9674 ± 0.0202
Per class
Relative absolute error
0.0722 ± 0.0447
Root mean prior squared error
0.4753 ± 0.0014
Root mean squared error
0.1806 ± 0.0686
Root relative squared error
0.38 ± 0.1443
SciMark benchmark
919.0962
UserCPU time millis
30
UserCPU time millis training
30