DEVELOPMENT... OpenML
Run
191191

Run 191191

Task 15 (Supervised Classification) 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
0.9631
Per class
F measure
0.9671
Per class
Kappa
0.9271
KB relative information score
645.6205
Mean absolute error
0.0329
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9671
Per class
Predictive accuracy
0.9671
Prior entropy
0.9297
Recall
0.9671
Per class
Relative absolute error
0.0728
Root mean prior squared error
0.4753
Root mean squared error
0.1814
Root relative squared error
0.3816
SciMark benchmark
1304.9611
UserCPU time millis
20
UserCPU time millis training
20