DEVELOPMENT... OpenML
Run
192425

Run 192425

Task 4549 (Supervised Classification) kdd_internet_usage 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
0.8543
Per class
F measure
0.8909
Per class
Kappa
0.7201
KB relative information score
70488.2226
Mean absolute error
0.1082
Mean prior absolute error
0.3929
Number of instances
101080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8904
Per class
Predictive accuracy
0.8918
Prior entropy
0.8395
Recall
0.8918
Per class
Relative absolute error
0.2754
Root mean prior squared error
0.4432
Root mean squared error
0.3289
Root relative squared error
0.7421
SciMark benchmark
942.6843
UserCPU time millis
1590
UserCPU time millis testing
110
UserCPU time millis training
1480