DEVELOPMENT... OpenML
Run
191681

Run 191681

Task 3627 (Supervised Classification) cpu_act 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
0.7665
Per class
F measure
0.7535
Per class
Kappa
0.467
KB relative information score
2854.7036
Mean absolute error
0.2566
Mean prior absolute error
0.4219
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7965
Per class
Predictive accuracy
0.7434
Prior entropy
0.8842
Recall
0.7434
Per class
Relative absolute error
0.6082
Root mean prior squared error
0.4593
Root mean squared error
0.5065
Root relative squared error
1.1029
SciMark benchmark
916.5955
UserCPU time millis
1700
UserCPU time millis testing
10
UserCPU time millis training
1690

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