DEVELOPMENT... OpenML
Run
191277

Run 191277

Task 273 (Supervised Classification) spambase 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
0.8464
Per class
F measure
0.8687
Per class
Kappa
0.7204
KB relative information score
1098.3599
Mean absolute error
0.1278
Mean prior absolute error
0.4764
Number of instances
1518
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8784
Per class
Predictive accuracy
0.8722
Prior entropy
0.9674
Recall
0.8722
Per class
Relative absolute error
0.2683
Root mean prior squared error
0.4875
Root mean squared error
0.3575
Root relative squared error
0.7333
SciMark benchmark
939.449
UserCPU time millis
860
UserCPU time millis testing
10
UserCPU time millis training
850