DEVELOPMENT... OpenML
Run
191250

Run 191250

Task 242 (Supervised Classification) mfeat-factors 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
0.9807
Per class
F measure
0.9651
Per class
Kappa
0.9613
KB relative information score
635.9476
Mean absolute error
0.007
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9674
Per class
Predictive accuracy
0.9652
Prior entropy
3.3219
Recall
0.9652
Per class
Relative absolute error
0.0387
Root mean prior squared error
0.3
Root mean squared error
0.0835
Root relative squared error
0.2783
SciMark benchmark
939.449
UserCPU time millis
5270
UserCPU time millis testing
20
UserCPU time millis training
5250