DEVELOPMENT... OpenML
Run
191377

Run 191377

Task 1906 (Supervised Classification) nursery 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
0.9383
Per class
F measure
0.9071
Per class
Kappa
0.8761
KB relative information score
109876.2908
Mean absolute error
0.0335
Mean prior absolute error
0.273
Number of instances
129600
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9138
Per class
Predictive accuracy
0.9163
Prior entropy
1.7176
Recall
0.9163
Per class
Relative absolute error
0.1226
Root mean prior squared error
0.3695
Root mean squared error
0.183
Root relative squared error
0.4952
SciMark benchmark
916.9356
UserCPU time millis
560
UserCPU time millis testing
30
UserCPU time millis training
530