DEVELOPMENT... OpenML
Run
191291

Run 191291

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) 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
0.6024
Per class
F measure
0.4928
Per class
Kappa
0.2083
KB relative information score
15385.2019
Mean absolute error
0.3331
Mean prior absolute error
0.4309
Number of instances
55296
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.497
Per class
Predictive accuracy
0.5004
Prior entropy
1.5394
Recall
0.5004
Per class
Relative absolute error
0.7731
Root mean prior squared error
0.4642
Root mean squared error
0.5771
Root relative squared error
1.2434
SciMark benchmark
938.9967
UserCPU time millis
12970
UserCPU time millis testing
100
UserCPU time millis training
12870