DEVELOPMENT... OpenML
Run
191334

Run 191334

Task 1806 (Supervised Classification) haberman 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
0.5405
Per class
F measure
0.6099
Per class
Kappa
0.0716
KB relative information score
-235.318
Mean absolute error
0.4085
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6404
Per class
Predictive accuracy
0.5915
Prior entropy
0.836
Recall
0.5915
Per class
Relative absolute error
1.0474
Root mean prior squared error
0.4412
Root mean squared error
0.6391
Root relative squared error
1.4487
SciMark benchmark
939.449
UserCPU time millis
40
UserCPU time millis training
40