DEVELOPMENT... OpenML
Run
192200

Run 192200

Task 4306 (Supervised Classification) cpu_small 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
0.7261
Per class
F measure
0.7709
Per class
Kappa
0.4552
KB relative information score
34424.5779
Mean absolute error
0.2283
Mean prior absolute error
0.4219
Number of instances
81920
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7702
Per class
Predictive accuracy
0.7717
Prior entropy
0.8842
Recall
0.7717
Per class
Relative absolute error
0.5412
Root mean prior squared error
0.4593
Root mean squared error
0.4778
Root relative squared error
1.0404
SciMark benchmark
942.9708
UserCPU time millis
1180
UserCPU time millis testing
10
UserCPU time millis training
1170