DEVELOPMENT... OpenML
Run
191241

Run 191241

Task 219 (Supervised Classification) electricity 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
0.7375
Per class
F measure
0.7519
Per class
Kappa
0.4895
KB relative information score
22637.5598
Mean absolute error
0.2421
Mean prior absolute error
0.4886
Number of instances
45312
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7607
Per class
Predictive accuracy
0.7579
Prior entropy
0.9835
Recall
0.7579
Per class
Relative absolute error
0.4954
Root mean prior squared error
0.4943
Root mean squared error
0.492
Root relative squared error
0.9954
SciMark benchmark
1304.9611
UserCPU time millis
1350
UserCPU time millis testing
50
UserCPU time millis training
1300