DEVELOPMENT... OpenML
Run
191305

Run 191305

Task 1777 (Supervised Classification) breast-cancer 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
0.5795
Per class
F measure
0.6672
Per class
Kappa
0.175
KB relative information score
278.4493
Mean absolute error
0.3133
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6601
Per class
Predictive accuracy
0.6867
Prior entropy
0.8796
Recall
0.6867
Per class
Relative absolute error
0.7489
Root mean prior squared error
0.457
Root mean squared error
0.5597
Root relative squared error
1.2247
SciMark benchmark
938.9967
UserCPU time millis
10
UserCPU time millis training
10