DEVELOPMENT... OpenML
Run
191520

Run 191520

Task 2952 (Supervised Classification) BNG(breast-w) 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
0.9768
Per class
F measure
0.979
Per class
Kappa
0.9536
KB relative information score
374581.8507
Mean absolute error
0.021
Mean prior absolute error
0.4514
Number of instances
393660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.979
Per class
Predictive accuracy
0.979
Prior entropy
0.9287
Recall
0.979
Per class
Relative absolute error
0.0464
Root mean prior squared error
0.4751
Root mean squared error
0.1448
Root relative squared error
0.3047
SciMark benchmark
916.5955
UserCPU time millis
3980
UserCPU time millis testing
40
UserCPU time millis training
3940