DEVELOPMENT... OpenML
Run
191440

Run 191440

Task 2117 (Supervised Classification) adult 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
0.5
Per class
F measure
0.6528
Per class
KB relative information score
4123.0007
Mean absolute error
0.2427
Mean prior absolute error
0.3658
Number of instances
16117
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5736
Per class
Predictive accuracy
0.7573
Prior entropy
0.7939
Recall
0.7573
Per class
Relative absolute error
0.6633
Root mean prior squared error
0.4287
Root mean squared error
0.4926
Root relative squared error
1.1491
SciMark benchmark
939.5088
UserCPU time millis
25680
UserCPU time millis testing
230
UserCPU time millis training
25450