DEVELOPMENT... OpenML
Run
191218

Run 191218

Task 43 (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
0.8402
Per class
F measure
0.8435
Per class
Kappa
0.6741
KB relative information score
3056.6228
Mean absolute error
0.1571
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.845
Per class
Predictive accuracy
0.8429
Prior entropy
0.9674
Recall
0.8429
Per class
Relative absolute error
0.329
Root mean prior squared error
0.4886
Root mean squared error
0.3964
Root relative squared error
0.8112
SciMark benchmark
1304.9611
UserCPU time millis
650
UserCPU time millis testing
10
UserCPU time millis training
640